Epoch 0 :
---------- | -- loss = 2.0777, val_loss = 1.9396 (conf=0.6317, class=1.1073, coords=0.2006)
Epoch 1 :
---------- | -- loss = 2.0626, val_loss = 1.9410 (conf=0.6288, class=1.0929, coords=0.2193)
Epoch 2 :
---------- | -- loss = 2.0434, val_loss = 1.9014 (conf=0.6249, class=1.0417, coords=0.2349)
Epoch 3 :
---------- | -- loss = 1.9155, val_loss = 1.8707 (conf=0.6175, class=1.0248, coords=0.2284)
Epoch 4 :
---------- | -- loss = 1.7774, val_loss = 1.8636 (conf=0.6231, class=1.0074, coords=0.2331)
Epoch 5 :
---------- | -- loss = 1.6675, val_loss = 1.4550 (conf=0.4251, class=0.8315, coords=0.1984)
Epoch 6 :
---------- | -- loss = 1.6347, val_loss = 1.5674 (conf=0.4007, class=0.9793, coords=0.1874)
Epoch 7 :
---------- | -- loss = 1.5314, val_loss = 1.6081 (conf=0.4231, class=0.9696, coords=0.2155)
Epoch 8 :
---------- | -- loss = 1.4534, val_loss = 1.3856 (conf=0.3180, class=0.8792, coords=0.1884)
Epoch 9 :
---------- | -- loss = 1.4791, val_loss = 1.4726 (conf=0.3574, class=0.9271, coords=0.1881)
Epoch 10 :
---------- | -- loss = 1.3297, val_loss = 1.3400 (conf=0.3939, class=0.7658, coords=0.1803)
Epoch 11 :
---------- | -- loss = 1.4096, val_loss = 1.6485 (conf=0.3182, class=1.0523, coords=0.2780)
Epoch 12 :
---------- | -- loss = 1.4079, val_loss = 1.1980 (conf=0.3285, class=0.6303, coords=0.2392)
Epoch 13 :
---------- | -- loss = 1.3916, val_loss = 1.2308 (conf=0.2853, class=0.7131, coords=0.2323)
Epoch 14 :
---------- | -- loss = 1.3071, val_loss = 1.3636 (conf=0.3880, class=0.7560, coords=0.2197)
Epoch 15 :
---------- | -- loss = 1.2202, val_loss = 1.4628 (conf=0.3406, class=0.9175, coords=0.2048)
Epoch 16 :
---------- | -- loss = 1.2521, val_loss = 1.3604 (conf=0.3277, class=0.7833, coords=0.2494)
Epoch 17 :
---------- | -- loss = 1.2403, val_loss = 1.3545 (conf=0.3717, class=0.8062, coords=0.1766)
Epoch 18 :
---------- | -- loss = 1.2868, val_loss = 1.4085 (conf=0.3126, class=0.9074, coords=0.1885)
Epoch 19 :
---------- | -- loss = 1.2185, val_loss = 1.1157 (conf=0.2421, class=0.6290, coords=0.2447)
Epoch 20 :
---------- | -- loss = 1.1495, val_loss = 1.0431 (conf=0.2011, class=0.6308, coords=0.2112)
Epoch 21 :
---------- | -- loss = 1.1284, val_loss = 1.0824 (conf=0.2537, class=0.6691, coords=0.1597)
Epoch 22 :
---------- | -- loss = 1.0353, val_loss = 0.9948 (conf=0.2280, class=0.5731, coords=0.1938)
Epoch 23 :
---------- | -- loss = 1.0396, val_loss = 1.1640 (conf=0.2335, class=0.6987, coords=0.2319)
Epoch 24 :
---------- | -- loss = 1.1609, val_loss = 1.2979 (conf=0.2327, class=0.8578, coords=0.2074)
Epoch 25 :
---------- | -- loss = 1.0646, val_loss = 1.1240 (conf=0.2414, class=0.6783, coords=0.2042)
Epoch 26 :
---------- | -- loss = 0.9521, val_loss = 1.1256 (conf=0.2530, class=0.6963, coords=0.1762)
Epoch 27 :
---------- | -- loss = 1.0329, val_loss = 1.2369 (conf=0.2462, class=0.7977, coords=0.1930)
Epoch 28 :
---------- | -- loss = 0.9802, val_loss = 0.9395 (conf=0.2938, class=0.4563, coords=0.1894)
Epoch 29 :
---------- | -- loss = 0.9873, val_loss = 0.7670 (conf=0.2006, class=0.3832, coords=0.1832)
Epoch 30 :
---------- | -- loss = 0.9746, val_loss = 1.2125 (conf=0.2559, class=0.7748, coords=0.1819)
Epoch 31 :
---------- | -- loss = 0.8632, val_loss = 0.7994 (conf=0.2370, class=0.3785, coords=0.1839)
Epoch 32 :
---------- | -- loss = 0.9482, val_loss = 1.0108 (conf=0.2205, class=0.6249, coords=0.1653)
Epoch 33 :
---------- | -- loss = 0.8951, val_loss = 0.9811 (conf=0.2014, class=0.6107, coords=0.1690)
Epoch 34 :
---------- | -- loss = 0.8023, val_loss = 1.1255 (conf=0.1972, class=0.7494, coords=0.1789)
Epoch 35 :
---------- | -- loss = 0.8213, val_loss = 0.9311 (conf=0.2532, class=0.4904, coords=0.1876)
Epoch 36 :
---------- | -- loss = 0.7996, val_loss = 1.0063 (conf=0.2207, class=0.5861, coords=0.1995)
Epoch 37 :
---------- | -- loss = 0.7350, val_loss = 1.0348 (conf=0.1680, class=0.6858, coords=0.1809)
Epoch 38 :
---------- | -- loss = 0.9020, val_loss = 1.0244 (conf=0.1650, class=0.7013, coords=0.1580)
Epoch 39 :
---------- | -- loss = 0.7935, val_loss = 0.7035 (conf=0.1868, class=0.3359, coords=0.1808)
Epoch 40 :
---------- | -- loss = 0.7393, val_loss = 0.8529 (conf=0.1793, class=0.5057, coords=0.1678)
Epoch 41 :
---------- | -- loss = 0.7181, val_loss = 0.7832 (conf=0.1497, class=0.4678, coords=0.1656)
Epoch 42 :
---------- | -- loss = 0.7181, val_loss = 0.9773 (conf=0.1854, class=0.6064, coords=0.1855)
Epoch 43 :
---------- | -- loss = 0.7167, val_loss = 1.1886 (conf=0.2461, class=0.7776, coords=0.1649)
Epoch 44 :
---------- | -- loss = 0.7541, val_loss = 0.9863 (conf=0.2078, class=0.6233, coords=0.1552)
Epoch 45 :
---------- | -- loss = 0.6604, val_loss = 1.0124 (conf=0.2189, class=0.6235, coords=0.1700)
Epoch 46 :
---------- | -- loss = 0.7423, val_loss = 0.8663 (conf=0.1712, class=0.5613, coords=0.1338)
Epoch 47 :
---------- | -- loss = 0.7063, val_loss = 0.7978 (conf=0.2540, class=0.4607, coords=0.0831)
Epoch 48 :
---------- | -- loss = 0.6708, val_loss = 0.8443 (conf=0.1624, class=0.5224, coords=0.1595)
Epoch 49 :
---------- | -- loss = 0.6426, val_loss = 0.8427 (conf=0.1233, class=0.5480, coords=0.1714)
Epoch 50 :
---------- | -- loss = 0.5694, val_loss = 0.8307 (conf=0.1562, class=0.4763, coords=0.1981)
Epoch 51 :
---------- | -- loss = 0.5999, val_loss = 0.7316 (conf=0.2014, class=0.3995, coords=0.1306)
Epoch 52 :
---------- | -- loss = 0.5492, val_loss = 0.6921 (conf=0.1838, class=0.3605, coords=0.1478)
Epoch 53 :
---------- | -- loss = 0.6057, val_loss = 1.3326 (conf=0.1581, class=0.9968, coords=0.1777)
Epoch 54 :
---------- | -- loss = 0.5893, val_loss = 1.0030 (conf=0.1715, class=0.6607, coords=0.1708)
Epoch 55 :
---------- | -- loss = 0.6106, val_loss = 0.8718 (conf=0.1704, class=0.5159, coords=0.1856)
Epoch 56 :
---------- | -- loss = 0.5068, val_loss = 0.9336 (conf=0.1489, class=0.6235, coords=0.1612)
Epoch 57 :
---------- | -- loss = 0.5002, val_loss = 0.8507 (conf=0.1656, class=0.5336, coords=0.1515)
Epoch 58 :
---------- | -- loss = 0.5817, val_loss = 0.9530 (conf=0.2130, class=0.6070, coords=0.1330)
Epoch 59 :
---------- | -- loss = 0.4817, val_loss = 0.7386 (conf=0.1664, class=0.4473, coords=0.1248)
Epoch 60 :
---------- | -- loss = 0.5452, val_loss = 1.2080 (conf=0.1844, class=0.8836, coords=0.1399)
Epoch 61 :
---------- | -- loss = 0.5076, val_loss = 0.9514 (conf=0.1887, class=0.6136, coords=0.1491)
Epoch 62 :
---------- | -- loss = 0.4674, val_loss = 1.0406 (conf=0.1756, class=0.6987, coords=0.1662)
Epoch 63 :
---------- | -- loss = 0.5291, val_loss = 1.1552 (conf=0.1607, class=0.8797, coords=0.1148)
Epoch 64 :
---------- | -- loss = 0.4722, val_loss = 0.6083 (conf=0.1108, class=0.3435, coords=0.1540)
Epoch 65 :
---------- | -- loss = 0.4870, val_loss = 0.4493 (conf=0.1601, class=0.1586, coords=0.1306)
Epoch 66 :
---------- | -- loss = 0.4840, val_loss = 0.7370 (conf=0.1164, class=0.4945, coords=0.1260)
Epoch 67 :
---------- | -- loss = 0.4624, val_loss = 0.8658 (conf=0.1331, class=0.6073, coords=0.1255)
Epoch 68 :
---------- | -- loss = 0.4581, val_loss = 0.7905 (conf=0.1598, class=0.4990, coords=0.1317)
Epoch 69 :
---------- | -- loss = 0.4774, val_loss = 0.8446 (conf=0.1345, class=0.6065, coords=0.1037)
Epoch 70 :
---------- | -- loss = 0.4052, val_loss = 0.8998 (conf=0.1879, class=0.5779, coords=0.1339)
Epoch 71 :
---------- | -- loss = 0.4318, val_loss = 0.9169 (conf=0.2185, class=0.5711, coords=0.1272)
Epoch 72 :
---------- | -- loss = 0.4678, val_loss = 1.3191 (conf=0.1974, class=1.0034, coords=0.1183)
Epoch 73 :
---------- | -- loss = 0.4179, val_loss = 1.1200 (conf=0.1406, class=0.8331, coords=0.1462)
Epoch 74 :
---------- | -- loss = 0.4443, val_loss = 0.5224 (conf=0.2077, class=0.1559, coords=0.1587)
Epoch 75 :
---------- | -- loss = 0.4193, val_loss = 0.4206 (conf=0.2072, class=0.1105, coords=0.1029)
Epoch 76 :
---------- | -- loss = 0.3860, val_loss = 0.6758 (conf=0.1423, class=0.4021, coords=0.1314)
Epoch 77 :
---------- | -- loss = 0.4346, val_loss = 0.8558 (conf=0.1550, class=0.5446, coords=0.1562)
Epoch 78 :
---------- | -- loss = 0.3596, val_loss = 0.7805 (conf=0.1463, class=0.5124, coords=0.1217)
Epoch 79 :
---------- | -- loss = 0.3625, val_loss = 1.1860 (conf=0.1419, class=0.9651, coords=0.0790)
Epoch 80 :
---------- | -- loss = 0.3965, val_loss = 0.8809 (conf=0.1304, class=0.6313, coords=0.1192)
Epoch 81 :
---------- | -- loss = 0.3694, val_loss = 1.0297 (conf=0.1694, class=0.7605, coords=0.0998)
Epoch 82 :
---------- | -- loss = 0.3735, val_loss = 1.0023 (conf=0.1363, class=0.7419, coords=0.1241)
Epoch 83 :
---------- | -- loss = 0.3877, val_loss = 0.6095 (conf=0.1630, class=0.3273, coords=0.1192)
Epoch 84 :
---------- | -- loss = 0.3907, val_loss = 0.9288 (conf=0.1628, class=0.6575, coords=0.1084)
Epoch 85 :
---------- | -- loss = 0.3234, val_loss = 0.7904 (conf=0.1336, class=0.5287, coords=0.1281)
Epoch 86 :
---------- | -- loss = 0.3497, val_loss = 0.7826 (conf=0.1702, class=0.5240, coords=0.0883)
Epoch 87 :
---------- | -- loss = 0.3333, val_loss = 0.9433 (conf=0.2181, class=0.6429, coords=0.0823)
Epoch 88 :
---------- | -- loss = 0.3775, val_loss = 1.0217 (conf=0.1353, class=0.7696, coords=0.1168)
Epoch 89 :
---------- | -- loss = 0.3673, val_loss = 0.7374 (conf=0.1313, class=0.5095, coords=0.0966)
Epoch 90 :
---------- | -- loss = 0.3683, val_loss = 0.7667 (conf=0.1139, class=0.5184, coords=0.1344)
Epoch 91 :
---------- | -- loss = 0.2925, val_loss = 1.0629 (conf=0.1523, class=0.7937, coords=0.1168)
Epoch 92 :
---------- | -- loss = 0.3156, val_loss = 0.8452 (conf=0.1985, class=0.5813, coords=0.0653)
Epoch 93 :
---------- | -- loss = 0.3144, val_loss = 0.8147 (conf=0.1261, class=0.5918, coords=0.0967)
Epoch 94 :
---------- | -- loss = 0.2914, val_loss = 1.1643 (conf=0.1499, class=0.9065, coords=0.1080)
Epoch 95 :
---------- | -- loss = 0.3094, val_loss = 0.8225 (conf=0.1094, class=0.5699, coords=0.1433)
Epoch 96 :
---------- | -- loss = 0.3017, val_loss = 1.2644 (conf=0.1500, class=1.0119, coords=0.1025)
Epoch 97 :
---------- | -- loss = 0.2906, val_loss = 1.0975 (conf=0.2057, class=0.8012, coords=0.0906)
Epoch 98 :
---------- | -- loss = 0.2934, val_loss = 0.5992 (conf=0.1741, class=0.2930, coords=0.1320)
Epoch 99 :
---------- | -- loss = 0.2944, val_loss = 0.8120 (conf=0.1418, class=0.5908, coords=0.0793)
Epoch 100 :
---------- | -- loss = 0.2798, val_loss = 0.7049 (conf=0.1248, class=0.4893, coords=0.0907)
Epoch 101 :
---------- | -- loss = 0.3366, val_loss = 1.2121 (conf=0.2466, class=0.8747, coords=0.0908)
Epoch 102 :
---------- | -- loss = 0.2787, val_loss = 1.0835 (conf=0.1230, class=0.8487, coords=0.1118)
Epoch 103 :
---------- | -- loss = 0.2632, val_loss = 0.5754 (conf=0.1177, class=0.3677, coords=0.0899)
Epoch 104 :
---------- | -- loss = 0.2605, val_loss = 0.6902 (conf=0.1307, class=0.4611, coords=0.0983)
Epoch 105 :
---------- | -- loss = 0.2619, val_loss = 0.6166 (conf=0.1644, class=0.3610, coords=0.0911)
Epoch 106 :
---------- | -- loss = 0.2936, val_loss = 0.8397 (conf=0.2108, class=0.5353, coords=0.0936)
Epoch 107 :
---------- | -- loss = 0.2817, val_loss = 0.9847 (conf=0.1529, class=0.7529, coords=0.0789)
Epoch 108 :
---------- | -- loss = 0.2673, val_loss = 1.0773 (conf=0.1126, class=0.8680, coords=0.0966)
Epoch 109 :
---------- | -- loss = 0.2953, val_loss = 1.0223 (conf=0.1141, class=0.7817, coords=0.1265)
Epoch 110 :
---------- | -- loss = 0.2565, val_loss = 0.5777 (conf=0.1138, class=0.3524, coords=0.1115)
Epoch 111 :
---------- | -- loss = 0.2521, val_loss = 0.6663 (conf=0.1084, class=0.4548, coords=0.1031)
Epoch 112 :
---------- | -- loss = 0.2841, val_loss = 0.8778 (conf=0.1529, class=0.6589, coords=0.0660)
Epoch 113 :
---------- | -- loss = 0.2429, val_loss = 0.8640 (conf=0.1364, class=0.6192, coords=0.1084)
Epoch 114 :
---------- | -- loss = 0.2655, val_loss = 1.1406 (conf=0.1385, class=0.9232, coords=0.0789)
Epoch 115 :
---------- | -- loss = 0.2638, val_loss = 0.5825 (conf=0.2079, class=0.2506, coords=0.1240)
Epoch 116 :
---------- | -- loss = 0.2463, val_loss = 1.3091 (conf=0.1729, class=1.0542, coords=0.0820)
Epoch 117 :
---------- | -- loss = 0.2655, val_loss = 0.8095 (conf=0.1617, class=0.5378, coords=0.1100)
Epoch 118 :
---------- | -- loss = 0.2316, val_loss = 0.6655 (conf=0.1997, class=0.4070, coords=0.0588)
Epoch 119 :
---------- | -- loss = 0.2385, val_loss = 0.6909 (conf=0.1509, class=0.4456, coords=0.0944)
Epoch 120 :
---------- | -- loss = 0.2248, val_loss = 0.5031 (conf=0.1422, class=0.2795, coords=0.0814)
Epoch 121 :
---------- | -- loss = 0.2228, val_loss = 1.1428 (conf=0.1582, class=0.8971, coords=0.0876)
Epoch 122 :
---------- | -- loss = 0.2219, val_loss = 0.7315 (conf=0.1247, class=0.5493, coords=0.0575)
Epoch 123 :
---------- | -- loss = 0.2519, val_loss = 0.6910 (conf=0.1979, class=0.4151, coords=0.0780)
Epoch 124 :
---------- | -- loss = 0.2543, val_loss = 1.1610 (conf=0.1531, class=0.9239, coords=0.0840)
Epoch 125 :
---------- | -- loss = 0.2170, val_loss = 0.8168 (conf=0.1237, class=0.6168, coords=0.0762)
Epoch 126 :
---------- | -- loss = 0.2239, val_loss = 1.3937 (conf=0.1487, class=1.1526, coords=0.0924)
Epoch 127 :
---------- | -- loss = 0.2095, val_loss = 0.9060 (conf=0.1678, class=0.5841, coords=0.1542)
Epoch 128 :
---------- | -- loss = 0.2270, val_loss = 1.1933 (conf=0.1861, class=0.9293, coords=0.0779)
Epoch 129 :
---------- | -- loss = 0.2019, val_loss = 0.8676 (conf=0.1882, class=0.5958, coords=0.0837)
Epoch 130 :
---------- | -- loss = 0.2255, val_loss = 1.0452 (conf=0.2076, class=0.7542, coords=0.0834)
Epoch 131 :
---------- | -- loss = 0.2205, val_loss = 0.9492 (conf=0.1955, class=0.6646, coords=0.0891)
Epoch 132 :
---------- | -- loss = 0.2296, val_loss = 0.9873 (conf=0.1364, class=0.7410, coords=0.1099)
Epoch 133 :
---------- | -- loss = 0.2238, val_loss = 0.6579 (conf=0.0953, class=0.4918, coords=0.0708)
Epoch 134 :
---------- | -- loss = 0.2252, val_loss = 0.5512 (conf=0.1589, class=0.3283, coords=0.0640)
Epoch 135 :
---------- | -- loss = 0.2236, val_loss = 0.8914 (conf=0.0754, class=0.7282, coords=0.0878)
Epoch 136 :
---------- | -- loss = 0.2353, val_loss = 1.1413 (conf=0.1244, class=0.9321, coords=0.0848)
Epoch 137 :
---------- | -- loss = 0.1816, val_loss = 1.0627 (conf=0.1336, class=0.8391, coords=0.0900)
Epoch 138 :
---------- | -- loss = 0.2183, val_loss = 0.7161 (conf=0.1454, class=0.4964, coords=0.0744)
Epoch 139 :
---------- | -- loss = 0.2333, val_loss = 0.8410 (conf=0.0961, class=0.6783, coords=0.0666)
Epoch 140 :
---------- | -- loss = 0.2168, val_loss = 0.5100 (conf=0.1355, class=0.2890, coords=0.0854)
Epoch 141 :
---------- | -- loss = 0.2256, val_loss = 1.5427 (conf=0.1406, class=1.3295, coords=0.0726)
Epoch 142 :
---------- | -- loss = 0.2209, val_loss = 0.7860 (conf=0.1423, class=0.5479, coords=0.0957)
Epoch 143 :
---------- | -- loss = 0.2292, val_loss = 1.1818 (conf=0.1193, class=0.9658, coords=0.0968)
Epoch 144 :
---------- | -- loss = 0.2042, val_loss = 0.7719 (conf=0.1226, class=0.5926, coords=0.0566)
Epoch 145 :
---------- | -- loss = 0.1914, val_loss = 0.4386 (conf=0.1095, class=0.2560, coords=0.0731)
Epoch 146 :
---------- | -- loss = 0.1917, val_loss = 0.6160 (conf=0.1129, class=0.4335, coords=0.0695)
Epoch 147 :
---------- | -- loss = 0.1962, val_loss = 1.0268 (conf=0.1139, class=0.8097, coords=0.1032)
Epoch 148 :
---------- | -- loss = 0.2068, val_loss = 0.2987 (conf=0.1076, class=0.1130, coords=0.0780)
Epoch 149 :
---------- | -- loss = 0.1961, val_loss = 0.4143 (conf=0.1731, class=0.1391, coords=0.1021)
Epoch 150 :
---------- | -- loss = 0.1916, val_loss = 0.7929 (conf=0.1443, class=0.5822, coords=0.0663)
Epoch 151 :
---------- | -- loss = 0.1638, val_loss = 1.1593 (conf=0.1489, class=0.9429, coords=0.0676)
Epoch 152 :
---------- | -- loss = 0.1857, val_loss = 1.6176 (conf=0.1692, class=1.3514, coords=0.0970)
Epoch 153 :
---------- | -- loss = 0.1871, val_loss = 0.5788 (conf=0.1372, class=0.3822, coords=0.0594)
Epoch 154 :
---------- | -- loss = 0.1725, val_loss = 1.0862 (conf=0.2149, class=0.8237, coords=0.0476)
Epoch 155 :
---------- | -- loss = 0.1905, val_loss = 0.7990 (conf=0.1223, class=0.5948, coords=0.0819)
Epoch 156 :
---------- | -- loss = 0.1861, val_loss = 1.3196 (conf=0.1059, class=1.1452, coords=0.0684)
Epoch 157 :
---------- | -- loss = 0.1790, val_loss = 1.1123 (conf=0.1622, class=0.8656, coords=0.0846)
Epoch 158 :
---------- | -- loss = 0.1996, val_loss = 1.0707 (conf=0.0940, class=0.9224, coords=0.0544)
Epoch 159 :
---------- | -- loss = 0.1845, val_loss = 0.4777 (conf=0.1256, class=0.2722, coords=0.0799)
Epoch 160 :
---------- | -- loss = 0.1850, val_loss = 0.9998 (conf=0.1235, class=0.7985, coords=0.0778)
Epoch 161 :
---------- | -- loss = 0.1744, val_loss = 0.4149 (conf=0.1348, class=0.2091, coords=0.0711)
Epoch 162 :
---------- | -- loss = 0.1838, val_loss = 0.5948 (conf=0.1453, class=0.3755, coords=0.0739)
Epoch 163 :
---------- | -- loss = 0.1875, val_loss = 0.3889 (conf=0.1093, class=0.1913, coords=0.0883)
Epoch 164 :
---------- | -- loss = 0.1707, val_loss = 1.2941 (conf=0.2077, class=1.0291, coords=0.0573)
Epoch 165 :
---------- | -- loss = 0.2100, val_loss = 0.8137 (conf=0.1173, class=0.6251, coords=0.0712)
Epoch 166 :
---------- | -- loss = 0.1785, val_loss = 0.7454 (conf=0.1318, class=0.5426, coords=0.0710)
Epoch 167 :
---------- | -- loss = 0.1897, val_loss = 0.5104 (conf=0.1239, class=0.3143, coords=0.0723)
Epoch 168 :
---------- | -- loss = 0.1839, val_loss = 1.1812 (conf=0.1027, class=0.9925, coords=0.0859)
Epoch 169 :
---------- | -- loss = 0.1788, val_loss = 0.7234 (conf=0.1045, class=0.5308, coords=0.0881)
Epoch 170 :
---------- | -- loss = 0.1749, val_loss = 0.5804 (conf=0.1083, class=0.4033, coords=0.0688)
Epoch 171 :
---------- | -- loss = 0.1997, val_loss = 0.5893 (conf=0.1376, class=0.3607, coords=0.0910)
Epoch 172 :
---------- | -- loss = 0.1757, val_loss = 0.4672 (conf=0.1070, class=0.2886, coords=0.0716)
Epoch 173 :
---------- | -- loss = 0.1658, val_loss = 1.0344 (conf=0.1037, class=0.8584, coords=0.0723)
Epoch 174 :
---------- | -- loss = 0.1923, val_loss = 1.4102 (conf=0.2102, class=1.1349, coords=0.0651)
Epoch 175 :
---------- | -- loss = 0.1784, val_loss = 1.0022 (conf=0.1449, class=0.7809, coords=0.0764)
Epoch 176 :
---------- | -- loss = 0.1973, val_loss = 0.5586 (conf=0.1077, class=0.3789, coords=0.0720)
Epoch 177 :
---------- | -- loss = 0.1866, val_loss = 1.3245 (conf=0.1649, class=1.0917, coords=0.0679)
Epoch 178 :
---------- | -- loss = 0.1712, val_loss = 1.2302 (conf=0.0886, class=1.0860, coords=0.0555)
Epoch 179 :
---------- | -- loss = 0.1617, val_loss = 0.4227 (conf=0.0981, class=0.2471, coords=0.0775)
Epoch 180 :
---------- | -- loss = 0.1754, val_loss = 0.7911 (conf=0.1040, class=0.6258, coords=0.0614)
Epoch 181 :
---------- | -- loss = 0.1542, val_loss = 0.4695 (conf=0.0937, class=0.3036, coords=0.0723)
Epoch 182 :
---------- | -- loss = 0.1731, val_loss = 0.7371 (conf=0.1708, class=0.4942, coords=0.0721)
Epoch 183 :
---------- | -- loss = 0.1688, val_loss = 0.5432 (conf=0.1155, class=0.3571, coords=0.0706)
Epoch 184 :
---------- | -- loss = 0.1777, val_loss = 0.9050 (conf=0.1513, class=0.6497, coords=0.1039)
Epoch 185 :
---------- | -- loss = 0.1672, val_loss = 1.5370 (conf=0.0659, class=1.3902, coords=0.0808)
Epoch 186 :
---------- | -- loss = 0.1563, val_loss = 0.8132 (conf=0.1441, class=0.5795, coords=0.0897)
Epoch 187 :
---------- | -- loss = 0.1538, val_loss = 0.9025 (conf=0.1707, class=0.6714, coords=0.0603)
Epoch 188 :
---------- | -- loss = 0.1493, val_loss = 0.9444 (conf=0.1176, class=0.7547, coords=0.0721)
Epoch 189 :
---------- | -- loss = 0.1617, val_loss = 0.4045 (conf=0.1325, class=0.2150, coords=0.0570)
Epoch 190 :
---------- | -- loss = 0.1626, val_loss = 0.5197 (conf=0.1321, class=0.3483, coords=0.0393)
Epoch 191 :
---------- | -- loss = 0.1740, val_loss = 0.7304 (conf=0.1945, class=0.4401, coords=0.0958)
Epoch 192 :
---------- | -- loss = 0.1538, val_loss = 2.3620 (conf=0.1006, class=2.1774, coords=0.0840)
Epoch 193 :
---------- | -- loss = 0.1642, val_loss = 0.4123 (conf=0.1035, class=0.2333, coords=0.0754)
Epoch 194 :
---------- | -- loss = 0.1591, val_loss = 0.7418 (conf=0.0823, class=0.6119, coords=0.0476)
Epoch 195 :
---------- | -- loss = 0.1689, val_loss = 0.5346 (conf=0.1313, class=0.3410, coords=0.0623)
Epoch 196 :
---------- | -- loss = 0.1640, val_loss = 0.6961 (conf=0.1612, class=0.4808, coords=0.0541)
Epoch 197 :
---------- | -- loss = 0.1559, val_loss = 0.8978 (conf=0.1013, class=0.7354, coords=0.0610)
Epoch 198 :
---------- | -- loss = 0.1569, val_loss = 1.4145 (conf=0.1305, class=1.2275, coords=0.0565)
Epoch 199 :
---------- | -- loss = 0.1527, val_loss = 0.6143 (conf=0.1814, class=0.3468, coords=0.0861)
Epoch 200 :
---------- | -- loss = 0.1464, val_loss = 0.6594 (conf=0.0838, class=0.4840, coords=0.0916)
Epoch 201 :
---------- | -- loss = 0.1631, val_loss = 0.9619 (conf=0.1040, class=0.8082, coords=0.0496)
Epoch 202 :
---------- | -- loss = 0.1649, val_loss = 0.8256 (conf=0.1251, class=0.6513, coords=0.0492)
Epoch 203 :
---------- | -- loss = 0.1588, val_loss = 0.8799 (conf=0.1510, class=0.6709, coords=0.0581)
Epoch 204 :
---------- | -- loss = 0.1562, val_loss = 0.4086 (conf=0.1505, class=0.1909, coords=0.0673)
Epoch 205 :
---------- | -- loss = 0.1521, val_loss = 0.9331 (conf=0.1201, class=0.7599, coords=0.0531)
Epoch 206 :
---------- | -- loss = 0.1524, val_loss = 1.1725 (conf=0.1272, class=0.9684, coords=0.0769)
Epoch 207 :
---------- | -- loss = 0.1615, val_loss = 1.3057 (conf=0.1234, class=1.0981, coords=0.0842)
Epoch 208 :
---------- | -- loss = 0.1584, val_loss = 1.1689 (conf=0.0739, class=1.0314, coords=0.0636)
Epoch 209 :
---------- | -- loss = 0.1387, val_loss = 0.5936 (conf=0.1148, class=0.4142, coords=0.0646)
Epoch 210 :
---------- | -- loss = 0.1285, val_loss = 0.3186 (conf=0.0996, class=0.1597, coords=0.0593)
Epoch 211 :
---------- | -- loss = 0.1768, val_loss = 0.6418 (conf=0.1106, class=0.4671, coords=0.0641)
Epoch 212 :
---------- | -- loss = 0.1322, val_loss = 1.0495 (conf=0.0934, class=0.8953, coords=0.0608)
Epoch 213 :
---------- | -- loss = 0.1544, val_loss = 0.9649 (conf=0.0883, class=0.7948, coords=0.0817)
Epoch 214 :
---------- | -- loss = 0.1506, val_loss = 1.0118 (conf=0.0844, class=0.8685, coords=0.0590)
Epoch 215 :
---------- | -- loss = 0.1431, val_loss = 1.0629 (conf=0.1239, class=0.8737, coords=0.0653)
Epoch 216 :
---------- | -- loss = 0.1419, val_loss = 0.6062 (conf=0.1721, class=0.3718, coords=0.0623)
Epoch 217 :
---------- | -- loss = 0.1503, val_loss = 0.8389 (conf=0.1768, class=0.5928, coords=0.0694)
Epoch 218 :
---------- | -- loss = 0.1540, val_loss = 0.7554 (conf=0.1270, class=0.5859, coords=0.0425)
Epoch 219 :
---------- | -- loss = 0.1444, val_loss = 1.2326 (conf=0.0978, class=1.0626, coords=0.0722)
Epoch 220 :
---------- | -- loss = 0.1332, val_loss = 0.8589 (conf=0.1256, class=0.6447, coords=0.0886)
Epoch 221 :
---------- | -- loss = 0.1307, val_loss = 0.9208 (conf=0.1056, class=0.7433, coords=0.0719)
Epoch 222 :
---------- | -- loss = 0.1421, val_loss = 0.4310 (conf=0.1316, class=0.2393, coords=0.0601)
Epoch 223 :
---------- | -- loss = 0.1472, val_loss = 0.6617 (conf=0.1589, class=0.4224, coords=0.0804)
Epoch 224 :
---------- | -- loss = 0.1279, val_loss = 0.9048 (conf=0.1218, class=0.7102, coords=0.0728)
Epoch 225 :
---------- | -- loss = 0.1314, val_loss = 1.1621 (conf=0.0905, class=1.0109, coords=0.0607)
Epoch 226 :
---------- | -- loss = 0.1265, val_loss = 0.4947 (conf=0.1050, class=0.3338, coords=0.0559)
Epoch 227 :
---------- | -- loss = 0.1374, val_loss = 1.2440 (conf=0.1744, class=0.9935, coords=0.0762)
Epoch 228 :
---------- | -- loss = 0.1738, val_loss = 0.5019 (conf=0.0695, class=0.3840, coords=0.0484)
Epoch 229 :
---------- | -- loss = 0.1472, val_loss = 0.7311 (conf=0.1494, class=0.5066, coords=0.0752)
Epoch 230 :
---------- | -- loss = 0.1364, val_loss = 0.7743 (conf=0.1000, class=0.6286, coords=0.0457)
Epoch 231 :
---------- | -- loss = 0.1424, val_loss = 0.4776 (conf=0.0960, class=0.3300, coords=0.0516)
Epoch 232 :
---------- | -- loss = 0.1292, val_loss = 0.7300 (conf=0.1002, class=0.5893, coords=0.0405)
Epoch 233 :
---------- | -- loss = 0.1394, val_loss = 1.3646 (conf=0.1242, class=1.1834, coords=0.0570)
Epoch 234 :
---------- | -- loss = 0.1329, val_loss = 0.8005 (conf=0.0938, class=0.6464, coords=0.0603)
Epoch 235 :
---------- | -- loss = 0.1323, val_loss = 1.2194 (conf=0.0764, class=1.1013, coords=0.0417)
Epoch 236 :
---------- | -- loss = 0.1415, val_loss = 0.9446 (conf=0.1160, class=0.7541, coords=0.0745)
Epoch 237 :
---------- | -- loss = 0.1379, val_loss = 0.9979 (conf=0.1514, class=0.7785, coords=0.0680)
Epoch 238 :
---------- | -- loss = 0.1228, val_loss = 0.5703 (conf=0.1029, class=0.4043, coords=0.0630)
Epoch 239 :
---------- | -- loss = 0.1346, val_loss = 0.6388 (conf=0.1253, class=0.4676, coords=0.0459)
Epoch 240 :
---------- | -- loss = 0.1351, val_loss = 1.0543 (conf=0.1038, class=0.8923, coords=0.0582)
Epoch 241 :
---------- | -- loss = 0.1330, val_loss = 1.0473 (conf=0.1832, class=0.7933, coords=0.0708)
Epoch 242 :
---------- | -- loss = 0.1337, val_loss = 0.6079 (conf=0.0984, class=0.4542, coords=0.0552)
Epoch 243 :
---------- | -- loss = 0.1398, val_loss = 0.6747 (conf=0.1427, class=0.4603, coords=0.0717)
Epoch 244 :
---------- | -- loss = 0.1192, val_loss = 1.0672 (conf=0.1202, class=0.8825, coords=0.0646)
Epoch 245 :
---------- | -- loss = 0.1403, val_loss = 0.8341 (conf=0.1156, class=0.6786, coords=0.0399)
Epoch 246 :
---------- | -- loss = 0.1463, val_loss = 0.6120 (conf=0.1407, class=0.4059, coords=0.0654)
Epoch 247 :
---------- | -- loss = 0.1315, val_loss = 0.9845 (conf=0.0928, class=0.8403, coords=0.0514)
Epoch 248 :
---------- | -- loss = 0.1410, val_loss = 1.1227 (conf=0.0727, class=0.9837, coords=0.0663)
Epoch 249 :
---------- | -- loss = 0.1296, val_loss = 1.2701 (conf=0.0989, class=1.0901, coords=0.0810)
Epoch 250 :
---------- | -- loss = 0.1301, val_loss = 0.6616 (conf=0.1413, class=0.4769, coords=0.0434)
Epoch 251 :
---------- | -- loss = 0.1413, val_loss = 0.5344 (conf=0.1667, class=0.3116, coords=0.0561)
Epoch 252 :
---------- | -- loss = 0.1409, val_loss = 0.7646 (conf=0.0968, class=0.6120, coords=0.0558)
Epoch 253 :
---------- | -- loss = 0.1434, val_loss = 1.3129 (conf=0.1777, class=1.0543, coords=0.0809)
Epoch 254 :
---------- | -- loss = 0.1229, val_loss = 1.1929 (conf=0.1166, class=1.0170, coords=0.0592)
Epoch 255 :
---------- | -- loss = 0.1250, val_loss = 0.4063 (conf=0.1084, class=0.2394, coords=0.0585)
Epoch 256 :
---------- | -- loss = 0.1312, val_loss = 0.6030 (conf=0.1060, class=0.4488, coords=0.0481)
Epoch 257 :
---------- | -- loss = 0.1243, val_loss = 0.9141 (conf=0.0935, class=0.7731, coords=0.0475)
Epoch 258 :
---------- | -- loss = 0.1315, val_loss = 0.4676 (conf=0.1109, class=0.3013, coords=0.0554)
Epoch 259 :
---------- | -- loss = 0.1253, val_loss = 1.0808 (conf=0.1581, class=0.8609, coords=0.0618)
Epoch 260 :
---------- | -- loss = 0.1246, val_loss = 1.3857 (conf=0.1243, class=1.2096, coords=0.0517)
Epoch 261 :
---------- | -- loss = 0.1253, val_loss = 0.8455 (conf=0.1604, class=0.6063, coords=0.0787)
Epoch 262 :
---------- | -- loss = 0.1361, val_loss = 1.3970 (conf=0.1187, class=1.1858, coords=0.0925)
Epoch 263 :
---------- | -- loss = 0.1160, val_loss = 0.6265 (conf=0.1298, class=0.4617, coords=0.0350)
Epoch 264 :
---------- | -- loss = 0.1155, val_loss = 0.4768 (conf=0.0791, class=0.3432, coords=0.0545)
Epoch 265 :
---------- | -- loss = 0.1216, val_loss = 0.5691 (conf=0.0984, class=0.4100, coords=0.0606)
Epoch 266 :
---------- | -- loss = 0.1223, val_loss = 0.7547 (conf=0.0969, class=0.6005, coords=0.0573)
Epoch 267 :
---------- | -- loss = 0.1149, val_loss = 1.1170 (conf=0.1410, class=0.9336, coords=0.0424)
Epoch 268 :
---------- | -- loss = 0.1126, val_loss = 0.3012 (conf=0.1125, class=0.1272, coords=0.0616)
Epoch 269 :
---------- | -- loss = 0.1108, val_loss = 1.0888 (conf=0.0812, class=0.9620, coords=0.0456)
Epoch 270 :
---------- | -- loss = 0.1138, val_loss = 1.3188 (conf=0.1126, class=1.1372, coords=0.0690)
Epoch 271 :
---------- | -- loss = 0.1199, val_loss = 1.1069 (conf=0.1928, class=0.8333, coords=0.0808)
Epoch 272 :
---------- | -- loss = 0.1188, val_loss = 0.8983 (conf=0.0623, class=0.7984, coords=0.0377)
Epoch 273 :
---------- | -- loss = 0.1174, val_loss = 0.9643 (conf=0.1561, class=0.7067, coords=0.1015)
Epoch 274 :
---------- | -- loss = 0.1109, val_loss = 1.3127 (conf=0.1094, class=1.1445, coords=0.0587)
Epoch 275 :
---------- | -- loss = 0.1275, val_loss = 0.3424 (conf=0.0896, class=0.2075, coords=0.0452)
Epoch 276 :
---------- | -- loss = 0.1109, val_loss = 1.7211 (conf=0.1011, class=1.5548, coords=0.0652)
Epoch 277 :
---------- | -- loss = 0.1176, val_loss = 0.1772 (conf=0.0617, class=0.0710, coords=0.0446)
Epoch 278 :
---------- | -- loss = 0.1152, val_loss = 1.1250 (conf=0.1266, class=0.9624, coords=0.0360)
Epoch 279 :
---------- | -- loss = 0.1225, val_loss = 0.2938 (conf=0.1448, class=0.0939, coords=0.0550)
Epoch 280 :
---------- | -- loss = 0.1114, val_loss = 0.6312 (conf=0.0946, class=0.4848, coords=0.0517)
Epoch 281 :
---------- | -- loss = 0.1130, val_loss = 0.8227 (conf=0.1445, class=0.6250, coords=0.0533)
Epoch 282 :
---------- | -- loss = 0.1392, val_loss = 0.7363 (conf=0.0638, class=0.6354, coords=0.0371)
Epoch 283 :
---------- | -- loss = 0.1075, val_loss = 1.1236 (conf=0.1305, class=0.9023, coords=0.0908)
Epoch 284 :
---------- | -- loss = 0.1187, val_loss = 0.4993 (conf=0.1750, class=0.2689, coords=0.0554)
Epoch 285 :
---------- | -- loss = 0.1238, val_loss = 0.8666 (conf=0.1827, class=0.6531, coords=0.0308)
Epoch 286 :
---------- | -- loss = 0.1133, val_loss = 0.5851 (conf=0.1106, class=0.4497, coords=0.0247)
Epoch 287 :
---------- | -- loss = 0.1336, val_loss = 0.9585 (conf=0.0918, class=0.8069, coords=0.0598)
Epoch 288 :
---------- | -- loss = 0.1139, val_loss = 1.0492 (conf=0.0831, class=0.9063, coords=0.0598)
Epoch 289 :
---------- | -- loss = 0.1201, val_loss = 0.8188 (conf=0.0760, class=0.6951, coords=0.0478)
Epoch 290 :
---------- | -- loss = 0.1104, val_loss = 1.9048 (conf=0.1378, class=1.6827, coords=0.0844)
Epoch 291 :
---------- | -- loss = 0.1251, val_loss = 0.6356 (conf=0.1096, class=0.4794, coords=0.0467)
Epoch 292 :
---------- | -- loss = 0.1194, val_loss = 1.2150 (conf=0.1227, class=1.0252, coords=0.0671)
Epoch 293 :
---------- | -- loss = 0.1041, val_loss = 0.5037 (conf=0.1105, class=0.3498, coords=0.0434)
Epoch 294 :
---------- | -- loss = 0.1088, val_loss = 0.7235 (conf=0.0956, class=0.5596, coords=0.0683)
Epoch 295 :
---------- | -- loss = 0.1123, val_loss = 1.0979 (conf=0.1463, class=0.9123, coords=0.0393)
Epoch 296 :
---------- | -- loss = 0.1214, val_loss = 0.6090 (conf=0.0826, class=0.4832, coords=0.0432)
Epoch 297 :
---------- | -- loss = 0.1058, val_loss = 1.2669 (conf=0.1226, class=1.0831, coords=0.0612)
Epoch 298 :
---------- | -- loss = 0.1158, val_loss = 0.6697 (conf=0.0987, class=0.5248, coords=0.0462)
Epoch 299 :
---------- | -- loss = 0.1110, val_loss = 1.3948 (conf=0.1001, class=1.2474, coords=0.0473)
Epoch 300 :
---------- | -- loss = 0.1039, val_loss = 0.3897 (conf=0.1092, class=0.2181, coords=0.0623)
Epoch 301 :
---------- | -- loss = 0.1173, val_loss = 0.6725 (conf=0.1314, class=0.4664, coords=0.0747)
Epoch 302 :
---------- | -- loss = 0.1107, val_loss = 0.7958 (conf=0.0957, class=0.6681, coords=0.0320)
Epoch 303 :
---------- | -- loss = 0.1132, val_loss = 1.0081 (conf=0.1118, class=0.8307, coords=0.0656)
Epoch 304 :
---------- | -- loss = 0.1139, val_loss = 1.0555 (conf=0.1669, class=0.8224, coords=0.0663)
Epoch 305 :
---------- | -- loss = 0.1274, val_loss = 0.5561 (conf=0.1117, class=0.3904, coords=0.0540)
Epoch 306 :
---------- | -- loss = 0.1112, val_loss = 1.3265 (conf=0.1269, class=1.1470, coords=0.0525)
Epoch 307 :
---------- | -- loss = 0.1090, val_loss = 0.7073 (conf=0.0876, class=0.5795, coords=0.0402)
Epoch 308 :
---------- | -- loss = 0.1117, val_loss = 0.8273 (conf=0.1255, class=0.6243, coords=0.0775)
Epoch 309 :
---------- | -- loss = 0.0967, val_loss = 0.8655 (conf=0.1141, class=0.7175, coords=0.0339)
Epoch 310 :
---------- | -- loss = 0.1044, val_loss = 0.9287 (conf=0.1107, class=0.7781, coords=0.0399)
Epoch 311 :
---------- | -- loss = 0.1105, val_loss = 0.4419 (conf=0.0921, class=0.3070, coords=0.0428)
Epoch 312 :
---------- | -- loss = 0.1114, val_loss = 0.4336 (conf=0.1349, class=0.2289, coords=0.0698)
Epoch 313 :
---------- | -- loss = 0.1236, val_loss = 1.3686 (conf=0.0928, class=1.2211, coords=0.0547)
Epoch 314 :
---------- | -- loss = 0.0967, val_loss = 0.7948 (conf=0.1041, class=0.6335, coords=0.0572)
Epoch 315 :
---------- | -- loss = 0.1025, val_loss = 1.0454 (conf=0.1115, class=0.8778, coords=0.0561)
Epoch 316 :
---------- | -- loss = 0.1039, val_loss = 1.2768 (conf=0.1401, class=1.0918, coords=0.0449)
Epoch 317 :
---------- | -- loss = 0.1052, val_loss = 1.3979 (conf=0.0983, class=1.2575, coords=0.0421)
Epoch 318 :
---------- | -- loss = 0.1079, val_loss = 0.7877 (conf=0.1197, class=0.6186, coords=0.0493)
Epoch 319 :
---------- | -- loss = 0.1022, val_loss = 0.9033 (conf=0.1492, class=0.7108, coords=0.0432)
Epoch 320 :
---------- | -- loss = 0.1028, val_loss = 0.6119 (conf=0.0853, class=0.4691, coords=0.0575)
Epoch 321 :
---------- | -- loss = 0.1062, val_loss = 1.5303 (conf=0.1020, class=1.3945, coords=0.0338)
Epoch 322 :
---------- | -- loss = 0.1016, val_loss = 0.8644 (conf=0.1335, class=0.6714, coords=0.0594)
Epoch 323 :
---------- | -- loss = 0.1052, val_loss = 0.4288 (conf=0.1523, class=0.2313, coords=0.0452)
Epoch 324 :
---------- | -- loss = 0.1065, val_loss = 0.4912 (conf=0.0919, class=0.3511, coords=0.0482)
Epoch 325 :
---------- | -- loss = 0.1086, val_loss = 0.7578 (conf=0.0827, class=0.6254, coords=0.0497)
Epoch 326 :
---------- | -- loss = 0.1030, val_loss = 1.0256 (conf=0.0507, class=0.9318, coords=0.0431)
Epoch 327 :
---------- | -- loss = 0.1092, val_loss = 1.1543 (conf=0.1330, class=0.9552, coords=0.0661)
Epoch 328 :
---------- | -- loss = 0.1016, val_loss = 0.6340 (conf=0.1138, class=0.4606, coords=0.0595)
Epoch 329 :
---------- | -- loss = 0.1006, val_loss = 0.6840 (conf=0.1106, class=0.5380, coords=0.0354)
Epoch 330 :
---------- | -- loss = 0.0989, val_loss = 0.8578 (conf=0.1039, class=0.6910, coords=0.0629)
Epoch 331 :
---------- | -- loss = 0.1151, val_loss = 1.2994 (conf=0.0959, class=1.1426, coords=0.0609)
Epoch 332 :
---------- | -- loss = 0.1088, val_loss = 0.8053 (conf=0.0760, class=0.6963, coords=0.0330)
Epoch 333 :
---------- | -- loss = 0.1105, val_loss = 0.4612 (conf=0.1528, class=0.2394, coords=0.0691)
Epoch 334 :
---------- | -- loss = 0.1018, val_loss = 1.1951 (conf=0.0824, class=1.0660, coords=0.0467)
Epoch 335 :
---------- | -- loss = 0.1091, val_loss = 1.6433 (conf=0.1370, class=1.4476, coords=0.0587)
Epoch 336 :
---------- | -- loss = 0.0909, val_loss = 0.5999 (conf=0.1087, class=0.4496, coords=0.0416)
Epoch 337 :
---------- | -- loss = 0.1022, val_loss = 0.4454 (conf=0.1238, class=0.2456, coords=0.0760)
Epoch 338 :
---------- | -- loss = 0.1133, val_loss = 1.3927 (conf=0.0843, class=1.2581, coords=0.0504)
Epoch 339 :
---------- | -- loss = 0.0947, val_loss = 0.8513 (conf=0.1218, class=0.6799, coords=0.0496)
Epoch 340 :
---------- | -- loss = 0.1051, val_loss = 0.8806 (conf=0.0757, class=0.7707, coords=0.0342)
Epoch 341 :
---------- | -- loss = 0.0906, val_loss = 1.2426 (conf=0.1068, class=1.0775, coords=0.0583)
Epoch 342 :
---------- | -- loss = 0.0886, val_loss = 0.8849 (conf=0.1892, class=0.6353, coords=0.0604)
Epoch 343 :
---------- | -- loss = 0.1006, val_loss = 0.7437 (conf=0.0846, class=0.6133, coords=0.0457)
Epoch 344 :
---------- | -- loss = 0.1008, val_loss = 1.2957 (conf=0.1204, class=1.1158, coords=0.0595)
Epoch 345 :
---------- | -- loss = 0.0901, val_loss = 0.3988 (conf=0.0792, class=0.2667, coords=0.0529)
Epoch 346 :
---------- | -- loss = 0.0934, val_loss = 0.6614 (conf=0.0973, class=0.5346, coords=0.0295)
Epoch 347 :
---------- | -- loss = 0.0936, val_loss = 0.6833 (conf=0.0836, class=0.5479, coords=0.0518)
Epoch 348 :
---------- | -- loss = 0.0859, val_loss = 0.4252 (conf=0.0822, class=0.3058, coords=0.0372)
Epoch 349 :
---------- | -- loss = 0.0934, val_loss = 1.1973 (conf=0.1580, class=0.9632, coords=0.0762)
Epoch 350 :
---------- | -- loss = 0.0903, val_loss = 0.9735 (conf=0.1023, class=0.8401, coords=0.0311)
Epoch 351 :
---------- | -- loss = 0.0950, val_loss = 0.8222 (conf=0.1163, class=0.6535, coords=0.0524)
Epoch 352 :
---------- | -- loss = 0.0866, val_loss = 1.5250 (conf=0.1597, class=1.2986, coords=0.0667)
Epoch 353 :
---------- | -- loss = 0.1047, val_loss = 0.8169 (conf=0.0712, class=0.7072, coords=0.0385)
Epoch 354 :
---------- | -- loss = 0.0935, val_loss = 0.5761 (conf=0.1321, class=0.3916, coords=0.0524)
Epoch 355 :
---------- | -- loss = 0.0780, val_loss = 0.2350 (conf=0.0918, class=0.1123, coords=0.0310)
Epoch 356 :
---------- | -- loss = 0.1018, val_loss = 0.7916 (conf=0.0914, class=0.6429, coords=0.0574)
Epoch 357 :
---------- | -- loss = 0.0940, val_loss = 1.0141 (conf=0.1105, class=0.8469, coords=0.0567)
Epoch 358 :
---------- | -- loss = 0.0928, val_loss = 0.7465 (conf=0.1107, class=0.5740, coords=0.0618)
Epoch 359 :
---------- | -- loss = 0.0907, val_loss = 1.1130 (conf=0.1294, class=0.9223, coords=0.0613)
Epoch 360 :
---------- | -- loss = 0.0799, val_loss = 0.9115 (conf=0.0653, class=0.8028, coords=0.0433)
Epoch 361 :
---------- | -- loss = 0.0936, val_loss = 0.9037 (conf=0.1321, class=0.7123, coords=0.0594)
Epoch 362 :
---------- | -- loss = 0.1006, val_loss = 1.0010 (conf=0.0998, class=0.8566, coords=0.0446)
Epoch 363 :
---------- | -- loss = 0.0952, val_loss = 1.1894 (conf=0.1111, class=1.0297, coords=0.0486)
Epoch 364 :
---------- | -- loss = 0.0896, val_loss = 0.8493 (conf=0.0952, class=0.7063, coords=0.0478)
Epoch 365 :
---------- | -- loss = 0.1030, val_loss = 0.6479 (conf=0.1195, class=0.4715, coords=0.0570)
Epoch 366 :
---------- | -- loss = 0.0954, val_loss = 0.6794 (conf=0.1259, class=0.5143, coords=0.0392)
Epoch 367 :
---------- | -- loss = 0.0916, val_loss = 1.0952 (conf=0.0834, class=0.9509, coords=0.0609)
Epoch 368 :
---------- | -- loss = 0.0954, val_loss = 0.6830 (conf=0.1394, class=0.4953, coords=0.0483)
Epoch 369 :
---------- | -- loss = 0.0975, val_loss = 0.7463 (conf=0.0934, class=0.5955, coords=0.0574)
Epoch 370 :
---------- | -- loss = 0.0882, val_loss = 1.1617 (conf=0.1223, class=1.0018, coords=0.0376)
Epoch 371 :
---------- | -- loss = 0.0900, val_loss = 0.8130 (conf=0.1384, class=0.6376, coords=0.0370)
Epoch 372 :
---------- | -- loss = 0.0931, val_loss = 0.5826 (conf=0.1390, class=0.3800, coords=0.0635)
Epoch 373 :
---------- | -- loss = 0.0978, val_loss = 0.9537 (conf=0.0557, class=0.8622, coords=0.0359)
Epoch 374 :
---------- | -- loss = 0.1030, val_loss = 1.2617 (conf=0.1074, class=1.1127, coords=0.0416)
Epoch 375 :
---------- | -- loss = 0.0943, val_loss = 0.8908 (conf=0.1312, class=0.6958, coords=0.0639)
Epoch 376 :
---------- | -- loss = 0.0957, val_loss = 1.1093 (conf=0.1402, class=0.9126, coords=0.0566)
Epoch 377 :
---------- | -- loss = 0.0912, val_loss = 0.5922 (conf=0.1105, class=0.4382, coords=0.0434)
Epoch 378 :
---------- | -- loss = 0.0897, val_loss = 0.7093 (conf=0.1142, class=0.5514, coords=0.0436)
Epoch 379 :
---------- | -- loss = 0.1044, val_loss = 0.7980 (conf=0.1102, class=0.6471, coords=0.0407)
Epoch 380 :
---------- | -- loss = 0.0875, val_loss = 1.0339 (conf=0.1020, class=0.8951, coords=0.0369)
Epoch 381 :
---------- | -- loss = 0.1029, val_loss = 1.2480 (conf=0.1014, class=1.1108, coords=0.0358)
Epoch 382 :
---------- | -- loss = 0.0967, val_loss = 0.5941 (conf=0.0658, class=0.4871, coords=0.0411)
Epoch 383 :
---------- | -- loss = 0.0947, val_loss = 1.0150 (conf=0.1286, class=0.8267, coords=0.0597)
Epoch 384 :
---------- | -- loss = 0.0860, val_loss = 1.0926 (conf=0.1448, class=0.8537, coords=0.0941)
Epoch 385 :
---------- | -- loss = 0.0880, val_loss = 1.6519 (conf=0.1121, class=1.4968, coords=0.0430)
Epoch 386 :
---------- | -- loss = 0.0838, val_loss = 0.3070 (conf=0.0573, class=0.2088, coords=0.0409)
Epoch 387 :
---------- | -- loss = 0.1014, val_loss = 0.7448 (conf=0.1011, class=0.5866, coords=0.0572)
Epoch 388 :
---------- | -- loss = 0.0928, val_loss = 1.1531 (conf=0.0802, class=1.0436, coords=0.0293)
Epoch 389 :
---------- | -- loss = 0.0924, val_loss = 0.5059 (conf=0.1023, class=0.3674, coords=0.0362)
Epoch 390 :
---------- | -- loss = 0.0953, val_loss = 0.9502 (conf=0.1126, class=0.7919, coords=0.0456)
Epoch 391 :
---------- | -- loss = 0.0907, val_loss = 0.8070 (conf=0.1169, class=0.6398, coords=0.0503)
Epoch 392 :
---------- | -- loss = 0.0819, val_loss = 0.9284 (conf=0.0872, class=0.7836, coords=0.0576)
Epoch 393 :
---------- | -- loss = 0.0859, val_loss = 0.5955 (conf=0.1284, class=0.4169, coords=0.0502)
Epoch 394 :
---------- | -- loss = 0.0870, val_loss = 0.5638 (conf=0.0666, class=0.4553, coords=0.0419)
Epoch 395 :
---------- | -- loss = 0.0899, val_loss = 0.7340 (conf=0.1128, class=0.5751, coords=0.0460)
Epoch 396 :
---------- | -- loss = 0.0944, val_loss = 1.2341 (conf=0.1571, class=1.0029, coords=0.0741)
Epoch 397 :
---------- | -- loss = 0.0789, val_loss = 0.9591 (conf=0.0876, class=0.8358, coords=0.0356)
Epoch 398 :
---------- | -- loss = 0.0883, val_loss = 1.0577 (conf=0.1368, class=0.8578, coords=0.0630)
Epoch 399 :
---------- | -- loss = 0.0984, val_loss = 0.9150 (conf=0.0886, class=0.7653, coords=0.0610)
Epoch 400 :
---------- | -- loss = 0.0834, val_loss = 0.1583 (conf=0.0775, class=0.0525, coords=0.0282)
Epoch 401 :
---------- | -- loss = 0.0848, val_loss = 0.7772 (conf=0.1649, class=0.5387, coords=0.0736)
Epoch 402 :
---------- | -- loss = 0.0874, val_loss = 1.1496 (conf=0.1603, class=0.9227, coords=0.0666)
Epoch 403 :
---------- | -- loss = 0.0948, val_loss = 0.8746 (conf=0.1513, class=0.6570, coords=0.0664)
Epoch 404 :
---------- | -- loss = 0.0829, val_loss = 0.8076 (conf=0.1018, class=0.6530, coords=0.0529)
Epoch 405 :
---------- | -- loss = 0.0859, val_loss = 1.1574 (conf=0.1141, class=1.0082, coords=0.0351)
Epoch 406 :
---------- | -- loss = 0.0928, val_loss = 0.9059 (conf=0.1008, class=0.7637, coords=0.0414)
Epoch 407 :
---------- | -- loss = 0.0785, val_loss = 0.5480 (conf=0.0724, class=0.4391, coords=0.0365)
Epoch 408 :
---------- | -- loss = 0.0743, val_loss = 0.4207 (conf=0.0988, class=0.2778, coords=0.0442)
Epoch 409 :
---------- | -- loss = 0.0844, val_loss = 0.9827 (conf=0.0828, class=0.8720, coords=0.0279)
Epoch 410 :
---------- | -- loss = 0.0790, val_loss = 0.9708 (conf=0.0997, class=0.8290, coords=0.0421)
Epoch 411 :
---------- | -- loss = 0.0837, val_loss = 1.6631 (conf=0.1088, class=1.4933, coords=0.0610)
Epoch 412 :
---------- | -- loss = 0.0834, val_loss = 0.9444 (conf=0.0999, class=0.7876, coords=0.0569)
Epoch 413 :
---------- | -- loss = 0.0744, val_loss = 1.4007 (conf=0.1242, class=1.2106, coords=0.0659)
Epoch 414 :
---------- | -- loss = 0.0837, val_loss = 2.0546 (conf=0.1547, class=1.8131, coords=0.0869)
Epoch 415 :
---------- | -- loss = 0.0757, val_loss = 0.4746 (conf=0.1334, class=0.2995, coords=0.0417)
Epoch 416 :
---------- | -- loss = 0.0851, val_loss = 0.5003 (conf=0.1420, class=0.3268, coords=0.0315)
Epoch 417 :
---------- | -- loss = 0.0863, val_loss = 1.1227 (conf=0.1021, class=0.9817, coords=0.0390)
Epoch 418 :
---------- | -- loss = 0.0825, val_loss = 1.0198 (conf=0.0837, class=0.9006, coords=0.0354)
Epoch 419 :
---------- | -- loss = 0.0886, val_loss = 0.8113 (conf=0.0920, class=0.6801, coords=0.0393)
Epoch 420 :
---------- | -- loss = 0.0824, val_loss = 0.5661 (conf=0.0815, class=0.4485, coords=0.0361)
Epoch 421 :
---------- | -- loss = 0.0810, val_loss = 0.8675 (conf=0.1278, class=0.7060, coords=0.0337)
Epoch 422 :
---------- | -- loss = 0.0819, val_loss = 0.4585 (conf=0.1161, class=0.2987, coords=0.0436)
Epoch 423 :
---------- | -- loss = 0.0737, val_loss = 0.4954 (conf=0.1005, class=0.3601, coords=0.0348)
Epoch 424 :
---------- | -- loss = 0.0974, val_loss = 0.6964 (conf=0.0820, class=0.5627, coords=0.0517)
Epoch 425 :
---------- | -- loss = 0.0787, val_loss = 1.0983 (conf=0.1206, class=0.9324, coords=0.0452)
Epoch 426 :
---------- | -- loss = 0.0809, val_loss = 1.2589 (conf=0.1742, class=1.0179, coords=0.0668)
Epoch 427 :
---------- | -- loss = 0.0790, val_loss = 0.4902 (conf=0.0700, class=0.3817, coords=0.0385)
Epoch 428 :
---------- | -- loss = 0.0875, val_loss = 1.3572 (conf=0.0870, class=1.2325, coords=0.0377)
Epoch 429 :
---------- | -- loss = 0.0792, val_loss = 1.0363 (conf=0.1159, class=0.8572, coords=0.0632)
Epoch 430 :
---------- | -- loss = 0.0838, val_loss = 1.3729 (conf=0.1478, class=1.1640, coords=0.0612)
Epoch 431 :
---------- | -- loss = 0.0970, val_loss = 0.5878 (conf=0.1022, class=0.4234, coords=0.0622)
Epoch 432 :
---------- | -- loss = 0.0799, val_loss = 1.1806 (conf=0.0777, class=1.0656, coords=0.0374)
Epoch 433 :
---------- | -- loss = 0.0799, val_loss = 0.8045 (conf=0.1522, class=0.6061, coords=0.0461)
Epoch 434 :
---------- | -- loss = 0.0801, val_loss = 0.4641 (conf=0.0902, class=0.3318, coords=0.0422)
Epoch 435 :
---------- | -- loss = 0.0809, val_loss = 0.9491 (conf=0.1141, class=0.7898, coords=0.0452)
Epoch 436 :
---------- | -- loss = 0.0793, val_loss = 0.6344 (conf=0.1023, class=0.4835, coords=0.0486)
Epoch 437 :
---------- | -- loss = 0.0864, val_loss = 0.9424 (conf=0.1048, class=0.8119, coords=0.0256)
Epoch 438 :
---------- | -- loss = 0.0789, val_loss = 1.1965 (conf=0.0726, class=1.0857, coords=0.0383)
Epoch 439 :
---------- | -- loss = 0.0806, val_loss = 1.0515 (conf=0.0813, class=0.9302, coords=0.0400)
Epoch 440 :
---------- | -- loss = 0.0858, val_loss = 1.3167 (conf=0.1394, class=1.1128, coords=0.0645)
Epoch 441 :
---------- | -- loss = 0.0736, val_loss = 0.8317 (conf=0.0866, class=0.7077, coords=0.0374)
Epoch 442 :
---------- | -- loss = 0.0871, val_loss = 0.5599 (conf=0.1755, class=0.2982, coords=0.0862)
Epoch 443 :
---------- | -- loss = 0.0655, val_loss = 0.9866 (conf=0.1388, class=0.7794, coords=0.0684)
Epoch 444 :
---------- | -- loss = 0.0844, val_loss = 1.1043 (conf=0.0969, class=0.9636, coords=0.0438)
Epoch 445 :
---------- | -- loss = 0.0863, val_loss = 0.7158 (conf=0.0675, class=0.6142, coords=0.0340)
Epoch 446 :
---------- | -- loss = 0.0790, val_loss = 0.3582 (conf=0.1029, class=0.2190, coords=0.0363)
Epoch 447 :
---------- | -- loss = 0.0795, val_loss = 0.7482 (conf=0.0906, class=0.6260, coords=0.0316)
Epoch 448 :
---------- | -- loss = 0.0787, val_loss = 0.8399 (conf=0.1751, class=0.6034, coords=0.0615)
Epoch 449 :
---------- | -- loss = 0.0803, val_loss = 0.8932 (conf=0.1254, class=0.7114, coords=0.0564)
Epoch 450 :
---------- | -- loss = 0.0843, val_loss = 0.9583 (conf=0.1167, class=0.7888, coords=0.0527)
Epoch 451 :
---------- | -- loss = 0.0876, val_loss = 1.5789 (conf=0.1501, class=1.3598, coords=0.0691)
Epoch 452 :
---------- | -- loss = 0.0784, val_loss = 1.1707 (conf=0.1199, class=1.0112, coords=0.0395)
Epoch 453 :
---------- | -- loss = 0.0683, val_loss = 1.0264 (conf=0.1201, class=0.8545, coords=0.0518)
Epoch 454 :
---------- | -- loss = 0.0836, val_loss = 1.0685 (conf=0.1367, class=0.8898, coords=0.0421)
Epoch 455 :
---------- | -- loss = 0.0827, val_loss = 0.6129 (conf=0.0925, class=0.4809, coords=0.0394)
Epoch 456 :
---------- | -- loss = 0.0755, val_loss = 0.5793 (conf=0.0728, class=0.4757, coords=0.0308)
Epoch 457 :
---------- | -- loss = 0.0815, val_loss = 1.2347 (conf=0.0961, class=1.0903, coords=0.0483)
Epoch 458 :
---------- | -- loss = 0.0738, val_loss = 1.2030 (conf=0.1314, class=1.0353, coords=0.0363)
Epoch 459 :
---------- | -- loss = 0.0726, val_loss = 0.2834 (conf=0.1020, class=0.1473, coords=0.0341)
Epoch 460 :
---------- | -- loss = 0.0765, val_loss = 0.9186 (conf=0.0811, class=0.8100, coords=0.0275)
Epoch 461 :
---------- | -- loss = 0.0708, val_loss = 0.8343 (conf=0.1137, class=0.6898, coords=0.0308)
Epoch 462 :
---------- | -- loss = 0.0767, val_loss = 0.7655 (conf=0.1023, class=0.6375, coords=0.0256)
Epoch 463 :
---------- | -- loss = 0.0873, val_loss = 0.8652 (conf=0.1013, class=0.7198, coords=0.0441)
Epoch 464 :
---------- | -- loss = 0.0765, val_loss = 1.2361 (conf=0.1485, class=1.0035, coords=0.0841)
Epoch 465 :
---------- | -- loss = 0.0766, val_loss = 0.6513 (conf=0.1107, class=0.4973, coords=0.0434)
Epoch 466 :
---------- | -- loss = 0.0773, val_loss = 1.0617 (conf=0.1305, class=0.8671, coords=0.0642)
Epoch 467 :
---------- | -- loss = 0.0774, val_loss = 1.0432 (conf=0.1212, class=0.8818, coords=0.0402)
Epoch 468 :
---------- | -- loss = 0.0719, val_loss = 1.2835 (conf=0.1558, class=1.0561, coords=0.0717)
Epoch 469 :
---------- | -- loss = 0.0837, val_loss = 0.7886 (conf=0.1152, class=0.6303, coords=0.0431)
Epoch 470 :
---------- | -- loss = 0.0827, val_loss = 0.5094 (conf=0.1219, class=0.3301, coords=0.0574)
Epoch 471 :
---------- | -- loss = 0.0733, val_loss = 0.7142 (conf=0.1211, class=0.5465, coords=0.0466)
Epoch 472 :
---------- | -- loss = 0.0932, val_loss = 1.0422 (conf=0.1667, class=0.7963, coords=0.0792)
Epoch 473 :
---------- | -- loss = 0.0731, val_loss = 1.4989 (conf=0.1465, class=1.3069, coords=0.0455)
Epoch 474 :
---------- | -- loss = 0.0817, val_loss = 0.8490 (conf=0.0686, class=0.7474, coords=0.0331)
Epoch 475 :
---------- | -- loss = 0.0809, val_loss = 1.3614 (conf=0.1200, class=1.1858, coords=0.0556)
Epoch 476 :
---------- | -- loss = 0.0876, val_loss = 0.7493 (conf=0.0689, class=0.6437, coords=0.0367)
Epoch 477 :
---------- | -- loss = 0.0667, val_loss = 1.2855 (conf=0.0664, class=1.1875, coords=0.0316)
Epoch 478 :
---------- | -- loss = 0.1001, val_loss = 0.9190 (conf=0.1201, class=0.7662, coords=0.0327)
Epoch 479 :
---------- | -- loss = 0.0757, val_loss = 0.2996 (conf=0.0817, class=0.1822, coords=0.0357)
Epoch 480 :
---------- | -- loss = 0.0805, val_loss = 1.0330 (conf=0.1121, class=0.8710, coords=0.0499)
Epoch 481 :
---------- | -- loss = 0.0819, val_loss = 0.7968 (conf=0.1015, class=0.6385, coords=0.0569)
Epoch 482 :
---------- | -- loss = 0.0780, val_loss = 1.6397 (conf=0.0888, class=1.5048, coords=0.0461)
Epoch 483 :
---------- | -- loss = 0.0729, val_loss = 1.2070 (conf=0.1139, class=1.0430, coords=0.0500)
Epoch 484 :
---------- | -- loss = 0.0701, val_loss = 0.2225 (conf=0.0676, class=0.1188, coords=0.0361)
Epoch 485 :
---------- | -- loss = 0.0725, val_loss = 0.6826 (conf=0.1162, class=0.5049, coords=0.0614)
Epoch 486 :
---------- | -- loss = 0.0700, val_loss = 1.2163 (conf=0.1264, class=1.0424, coords=0.0475)
Epoch 487 :
---------- | -- loss = 0.0758, val_loss = 0.3329 (conf=0.0716, class=0.2237, coords=0.0375)
Epoch 488 :
---------- | -- loss = 0.0719, val_loss = 0.9424 (conf=0.1362, class=0.7495, coords=0.0568)
Epoch 489 :
---------- | -- loss = 0.0643, val_loss = 1.1173 (conf=0.0666, class=1.0126, coords=0.0382)
Epoch 490 :
---------- | -- loss = 0.0714, val_loss = 0.9180 (conf=0.0973, class=0.7919, coords=0.0288)
Epoch 491 :
---------- | -- loss = 0.0713, val_loss = 0.4769 (conf=0.1446, class=0.2737, coords=0.0586)
Epoch 492 :
---------- | -- loss = 0.0624, val_loss = 1.2539 (conf=0.1209, class=1.0979, coords=0.0352)
Epoch 493 :
---------- | -- loss = 0.0622, val_loss = 1.3827 (conf=0.1430, class=1.1923, coords=0.0474)
Epoch 494 :
---------- | -- loss = 0.0746, val_loss = 0.8365 (conf=0.0889, class=0.7111, coords=0.0366)
Epoch 495 :
---------- | -- loss = 0.0617, val_loss = 0.7755 (conf=0.1192, class=0.6102, coords=0.0460)
Epoch 496 :
---------- | -- loss = 0.0745, val_loss = 0.7885 (conf=0.1002, class=0.6589, coords=0.0293)
Epoch 497 :
---------- | -- loss = 0.0685, val_loss = 0.2686 (conf=0.0891, class=0.1530, coords=0.0265)
Epoch 498 :
---------- | -- loss = 0.0818, val_loss = 0.6163 (conf=0.0762, class=0.5094, coords=0.0307)
Epoch 499 :
---------- | -- loss = 0.0678, val_loss = 0.6409 (conf=0.0814, class=0.5338, coords=0.0256)
Epoch 500 :
---------- | -- loss = 0.0843, val_loss = 1.1771 (conf=0.1600, class=0.9634, coords=0.0538)
Epoch 501 :
---------- | -- loss = 0.0659, val_loss = 1.4467 (conf=0.1554, class=1.2234, coords=0.0678)
Epoch 502 :
---------- | -- loss = 0.0703, val_loss = 0.8966 (conf=0.1038, class=0.7260, coords=0.0668)
Epoch 503 :
---------- | -- loss = 0.0714, val_loss = 1.4566 (conf=0.1368, class=1.2567, coords=0.0632)
Epoch 504 :
---------- | -- loss = 0.0683, val_loss = 1.2119 (conf=0.1303, class=1.0281, coords=0.0536)
Epoch 505 :
---------- | -- loss = 0.0749, val_loss = 1.0122 (conf=0.0705, class=0.9034, coords=0.0382)
Epoch 506 :
---------- | -- loss = 0.0758, val_loss = 0.5762 (conf=0.0982, class=0.4404, coords=0.0376)
Epoch 507 :
---------- | -- loss = 0.0677, val_loss = 1.0712 (conf=0.1041, class=0.9226, coords=0.0444)
Epoch 508 :
---------- | -- loss = 0.0707, val_loss = 0.5483 (conf=0.0838, class=0.4370, coords=0.0275)
Epoch 509 :
---------- | -- loss = 0.0713, val_loss = 1.2770 (conf=0.1014, class=1.1401, coords=0.0355)
Epoch 510 :
---------- | -- loss = 0.0724, val_loss = 0.7850 (conf=0.0651, class=0.6895, coords=0.0304)
Epoch 511 :
---------- | -- loss = 0.0798, val_loss = 0.6340 (conf=0.1888, class=0.3849, coords=0.0602)
Epoch 512 :
---------- | -- loss = 0.0775, val_loss = 1.0934 (conf=0.1378, class=0.9043, coords=0.0514)
Epoch 513 :
---------- | -- loss = 0.0859, val_loss = 1.3442 (conf=0.1240, class=1.1591, coords=0.0610)
Epoch 514 :
---------- | -- loss = 0.0697, val_loss = 1.4009 (conf=0.1634, class=1.1577, coords=0.0798)
Epoch 515 :
---------- | -- loss = 0.0670, val_loss = 0.4476 (conf=0.0675, class=0.3552, coords=0.0249)
Epoch 516 :
---------- | -- loss = 0.0751, val_loss = 1.3155 (conf=0.1127, class=1.1597, coords=0.0431)
Epoch 517 :
---------- | -- loss = 0.0669, val_loss = 0.7893 (conf=0.0737, class=0.6679, coords=0.0477)
Epoch 518 :
---------- | -- loss = 0.0677, val_loss = 0.9268 (conf=0.0852, class=0.8147, coords=0.0269)
Epoch 519 :
---------- | -- loss = 0.0625, val_loss = 0.2130 (conf=0.0968, class=0.0726, coords=0.0436)
Epoch 520 :
---------- | -- loss = 0.0744, val_loss = 1.2740 (conf=0.1217, class=1.0977, coords=0.0545)
Epoch 521 :
---------- | -- loss = 0.0700, val_loss = 0.8003 (conf=0.1067, class=0.6458, coords=0.0479)
Epoch 522 :
---------- | -- loss = 0.0609, val_loss = 1.7164 (conf=0.0939, class=1.5858, coords=0.0367)
Epoch 523 :
---------- | -- loss = 0.0696, val_loss = 0.8786 (conf=0.1759, class=0.6254, coords=0.0774)
Epoch 524 :
---------- | -- loss = 0.0791, val_loss = 2.2609 (conf=0.0880, class=2.1280, coords=0.0450)
Epoch 525 :
---------- | -- loss = 0.0653, val_loss = 0.1970 (conf=0.0657, class=0.1064, coords=0.0250)
Epoch 526 :
---------- | -- loss = 0.0693, val_loss = 1.1930 (conf=0.1740, class=0.9811, coords=0.0379)
Epoch 527 :
---------- | -- loss = 0.0688, val_loss = 0.4151 (conf=0.1603, class=0.2085, coords=0.0462)
Epoch 528 :
---------- | -- loss = 0.0838, val_loss = 0.5043 (conf=0.0761, class=0.3853, coords=0.0429)
Epoch 529 :
---------- | -- loss = 0.0758, val_loss = 1.2025 (conf=0.1919, class=0.9208, coords=0.0898)
Epoch 530 :
---------- | -- loss = 0.0730, val_loss = 0.8633 (conf=0.1539, class=0.6311, coords=0.0782)
Epoch 531 :
---------- | -- loss = 0.0633, val_loss = 0.7943 (conf=0.0773, class=0.6760, coords=0.0409)
Epoch 532 :
---------- | -- loss = 0.0706, val_loss = 1.4369 (conf=0.1277, class=1.2720, coords=0.0371)
Epoch 533 :
---------- | -- loss = 0.0759, val_loss = 0.8659 (conf=0.0627, class=0.7755, coords=0.0277)
Epoch 534 :
---------- | -- loss = 0.0731, val_loss = 1.0507 (conf=0.1296, class=0.8620, coords=0.0591)
Epoch 535 :
---------- | -- loss = 0.0612, val_loss = 0.5576 (conf=0.0974, class=0.4181, coords=0.0421)
Epoch 536 :
---------- | -- loss = 0.0666, val_loss = 0.8505 (conf=0.0901, class=0.7107, coords=0.0496)
Epoch 537 :
---------- | -- loss = 0.0618, val_loss = 1.0465 (conf=0.0905, class=0.9092, coords=0.0469)
Epoch 538 :
---------- | -- loss = 0.0754, val_loss = 1.4083 (conf=0.0884, class=1.2839, coords=0.0360)
Epoch 539 :
---------- | -- loss = 0.0590, val_loss = 0.5432 (conf=0.0846, class=0.4361, coords=0.0225)
Epoch 540 :
---------- | -- loss = 0.0756, val_loss = 0.5054 (conf=0.0752, class=0.3904, coords=0.0398)
Epoch 541 :
---------- | -- loss = 0.0614, val_loss = 0.4142 (conf=0.0969, class=0.2714, coords=0.0459)
Epoch 542 :
---------- | -- loss = 0.0613, val_loss = 0.2985 (conf=0.0803, class=0.1776, coords=0.0406)
Epoch 543 :
---------- | -- loss = 0.0661, val_loss = 1.5895 (conf=0.1899, class=1.3192, coords=0.0803)
Epoch 544 :
---------- | -- loss = 0.0669, val_loss = 0.6940 (conf=0.1134, class=0.5247, coords=0.0559)
Epoch 545 :
---------- | -- loss = 0.0671, val_loss = 0.6373 (conf=0.0775, class=0.5239, coords=0.0359)
Epoch 546 :
---------- | -- loss = 0.0585, val_loss = 0.8110 (conf=0.1098, class=0.6597, coords=0.0415)
Epoch 547 :
---------- | -- loss = 0.0604, val_loss = 0.4921 (conf=0.0595, class=0.4033, coords=0.0294)
Epoch 548 :
---------- | -- loss = 0.0673, val_loss = 0.6585 (conf=0.1039, class=0.5128, coords=0.0418)
Epoch 549 :
---------- | -- loss = 0.0670, val_loss = 1.5480 (conf=0.0859, class=1.4193, coords=0.0428)
Epoch 550 :
---------- | -- loss = 0.0775, val_loss = 1.7105 (conf=0.1331, class=1.5357, coords=0.0417)
Epoch 551 :
---------- | -- loss = 0.0774, val_loss = 0.6671 (conf=0.0584, class=0.5670, coords=0.0416)
Epoch 552 :
---------- | -- loss = 0.0635, val_loss = 1.3299 (conf=0.1014, class=1.1840, coords=0.0445)
Epoch 553 :
---------- | -- loss = 0.0587, val_loss = 0.4967 (conf=0.0589, class=0.4019, coords=0.0359)
Epoch 554 :
---------- | -- loss = 0.0618, val_loss = 0.3100 (conf=0.0885, class=0.1762, coords=0.0453)
Epoch 555 :
---------- | -- loss = 0.0711, val_loss = 1.2771 (conf=0.1025, class=1.1365, coords=0.0381)
Epoch 556 :
---------- | -- loss = 0.0661, val_loss = 0.5987 (conf=0.1413, class=0.4227, coords=0.0347)
Epoch 557 :
---------- | -- loss = 0.0664, val_loss = 1.4085 (conf=0.1936, class=1.1498, coords=0.0650)
Epoch 558 :
---------- | -- loss = 0.0661, val_loss = 0.7256 (conf=0.1223, class=0.5556, coords=0.0476)
Epoch 559 :
---------- | -- loss = 0.0609, val_loss = 1.9314 (conf=0.1778, class=1.6905, coords=0.0631)
Epoch 560 :
---------- | -- loss = 0.0690, val_loss = 0.7628 (conf=0.1532, class=0.5538, coords=0.0558)
Epoch 561 :
---------- | -- loss = 0.0580, val_loss = 1.5277 (conf=0.0629, class=1.4386, coords=0.0262)
Epoch 562 :
---------- | -- loss = 0.0729, val_loss = 0.8191 (conf=0.0851, class=0.7010, coords=0.0330)
Epoch 563 :
---------- | -- loss = 0.0596, val_loss = 0.6132 (conf=0.0705, class=0.5004, coords=0.0423)
Epoch 564 :
---------- | -- loss = 0.0706, val_loss = 0.5176 (conf=0.1547, class=0.3174, coords=0.0455)
Epoch 565 :
---------- | -- loss = 0.0746, val_loss = 0.9990 (conf=0.0700, class=0.8986, coords=0.0304)
Epoch 566 :
---------- | -- loss = 0.0610, val_loss = 1.4670 (conf=0.0740, class=1.3493, coords=0.0437)
Epoch 567 :
---------- | -- loss = 0.0620, val_loss = 1.4048 (conf=0.1504, class=1.2004, coords=0.0540)
Epoch 568 :
---------- | -- loss = 0.0624, val_loss = 0.9841 (conf=0.0939, class=0.8484, coords=0.0419)
Epoch 569 :
---------- | -- loss = 0.0662, val_loss = 0.5069 (conf=0.0993, class=0.3717, coords=0.0359)
Epoch 570 :
---------- | -- loss = 0.0609, val_loss = 1.3569 (conf=0.1609, class=1.1467, coords=0.0492)
Epoch 571 :
---------- | -- loss = 0.0700, val_loss = 0.8971 (conf=0.1689, class=0.6483, coords=0.0800)
Epoch 572 :
---------- | -- loss = 0.0622, val_loss = 0.4883 (conf=0.0966, class=0.3499, coords=0.0418)
Epoch 573 :
---------- | -- loss = 0.0701, val_loss = 1.2592 (conf=0.1056, class=1.1126, coords=0.0411)
Epoch 574 :
---------- | -- loss = 0.0601, val_loss = 1.1021 (conf=0.0905, class=0.9849, coords=0.0266)
Epoch 575 :
---------- | -- loss = 0.0648, val_loss = 1.2172 (conf=0.0674, class=1.1144, coords=0.0354)
Epoch 576 :
---------- | -- loss = 0.0651, val_loss = 0.6921 (conf=0.1213, class=0.5288, coords=0.0421)
Epoch 577 :
---------- | -- loss = 0.0612, val_loss = 0.8095 (conf=0.0784, class=0.6955, coords=0.0356)
Epoch 578 :
---------- | -- loss = 0.0754, val_loss = 0.8903 (conf=0.1100, class=0.7423, coords=0.0380)
Epoch 579 :
---------- | -- loss = 0.0608, val_loss = 1.1660 (conf=0.1005, class=1.0186, coords=0.0469)
Epoch 580 :
---------- | -- loss = 0.0596, val_loss = 0.5583 (conf=0.0734, class=0.4467, coords=0.0383)
Epoch 581 :
---------- | -- loss = 0.0607, val_loss = 0.8947 (conf=0.1460, class=0.6951, coords=0.0536)
Epoch 582 :
---------- | -- loss = 0.0662, val_loss = 1.3014 (conf=0.0900, class=1.1767, coords=0.0347)
Epoch 583 :
---------- | -- loss = 0.0610, val_loss = 0.6559 (conf=0.1381, class=0.4712, coords=0.0466)
Epoch 584 :
---------- | -- loss = 0.0675, val_loss = 1.1129 (conf=0.0889, class=0.9692, coords=0.0548)
Epoch 585 :
---------- | -- loss = 0.0640, val_loss = 1.6712 (conf=0.1625, class=1.4411, coords=0.0676)
Epoch 586 :
---------- | -- loss = 0.0589, val_loss = 1.0499 (conf=0.0941, class=0.9061, coords=0.0498)
Epoch 587 :
---------- | -- loss = 0.0613, val_loss = 1.6339 (conf=0.1672, class=1.4074, coords=0.0593)
Epoch 588 :
---------- | -- loss = 0.0652, val_loss = 1.0915 (conf=0.1112, class=0.9382, coords=0.0421)
Epoch 589 :
---------- | -- loss = 0.0612, val_loss = 0.8941 (conf=0.0727, class=0.7874, coords=0.0340)
Epoch 590 :
---------- | -- loss = 0.0668, val_loss = 0.7729 (conf=0.0847, class=0.6686, coords=0.0197)
Epoch 591 :
---------- | -- loss = 0.0576, val_loss = 1.2638 (conf=0.1311, class=1.0881, coords=0.0446)
Epoch 592 :
---------- | -- loss = 0.0677, val_loss = 0.6687 (conf=0.0774, class=0.5617, coords=0.0297)
Epoch 593 :
---------- | -- loss = 0.0611, val_loss = 0.8057 (conf=0.1945, class=0.5506, coords=0.0606)
Epoch 594 :
---------- | -- loss = 0.0631, val_loss = 0.8492 (conf=0.0780, class=0.7390, coords=0.0323)
Epoch 595 :
---------- | -- loss = 0.0841, val_loss = 0.8505 (conf=0.1656, class=0.6243, coords=0.0606)
Epoch 596 :
---------- | -- loss = 0.0871, val_loss = 0.2595 (conf=0.1108, class=0.1105, coords=0.0382)
Epoch 597 :
---------- | -- loss = 0.0747, val_loss = 1.4406 (conf=0.1130, class=1.2953, coords=0.0323)
Epoch 598 :
---------- | -- loss = 0.0658, val_loss = 0.8638 (conf=0.1306, class=0.6625, coords=0.0707)
Epoch 599 :
---------- | -- loss = 0.0720, val_loss = 0.6104 (conf=0.0868, class=0.4827, coords=0.0409)
Epoch 600 :
---------- | -- loss = 0.0623, val_loss = 1.7430 (conf=0.1151, class=1.5747, coords=0.0532)
Epoch 601 :
---------- | -- loss = 0.0626, val_loss = 0.9953 (conf=0.0825, class=0.8644, coords=0.0485)
Epoch 602 :
---------- | -- loss = 0.0684, val_loss = 0.5273 (conf=0.1346, class=0.3267, coords=0.0660)
Epoch 603 :
---------- | -- loss = 0.0635, val_loss = 0.9065 (conf=0.0693, class=0.8077, coords=0.0295)
Epoch 604 :
---------- | -- loss = 0.0643, val_loss = 0.9088 (conf=0.1499, class=0.7210, coords=0.0379)
Epoch 605 :
---------- | -- loss = 0.0534, val_loss = 0.8752 (conf=0.1281, class=0.7056, coords=0.0416)
Epoch 606 :
---------- | -- loss = 0.0544, val_loss = 0.6255 (conf=0.0977, class=0.4883, coords=0.0395)
Epoch 607 :
---------- | -- loss = 0.0634, val_loss = 1.8315 (conf=0.0942, class=1.6977, coords=0.0396)
Epoch 608 :
---------- | -- loss = 0.0578, val_loss = 0.6863 (conf=0.0480, class=0.6155, coords=0.0228)
Epoch 609 :
---------- | -- loss = 0.0573, val_loss = 1.0054 (conf=0.1828, class=0.7638, coords=0.0588)
Epoch 610 :
---------- | -- loss = 0.0598, val_loss = 1.3148 (conf=0.1688, class=1.1012, coords=0.0448)
Epoch 611 :
---------- | -- loss = 0.0548, val_loss = 0.8985 (conf=0.1339, class=0.7265, coords=0.0381)
Epoch 612 :
---------- | -- loss = 0.0559, val_loss = 0.9373 (conf=0.1068, class=0.7813, coords=0.0492)
Epoch 613 :
---------- | -- loss = 0.0673, val_loss = 0.8511 (conf=0.0682, class=0.7487, coords=0.0343)
Epoch 614 :
---------- | -- loss = 0.0585, val_loss = 0.7538 (conf=0.0630, class=0.6631, coords=0.0277)
Epoch 615 :
---------- | -- loss = 0.0687, val_loss = 1.3406 (conf=0.0365, class=1.2760, coords=0.0281)
Epoch 616 :
---------- | -- loss = 0.0546, val_loss = 0.7304 (conf=0.0877, class=0.6033, coords=0.0394)
Epoch 617 :
---------- | -- loss = 0.0582, val_loss = 1.0655 (conf=0.1528, class=0.8787, coords=0.0340)
Epoch 618 :
---------- | -- loss = 0.0632, val_loss = 1.1173 (conf=0.2331, class=0.7982, coords=0.0859)
Epoch 619 :
---------- | -- loss = 0.0615, val_loss = 1.1448 (conf=0.2042, class=0.8656, coords=0.0751)
Epoch 620 :
---------- | -- loss = 0.0685, val_loss = 0.9730 (conf=0.0836, class=0.8556, coords=0.0338)
Epoch 621 :
---------- | -- loss = 0.0626, val_loss = 0.6360 (conf=0.0499, class=0.5586, coords=0.0275)
Epoch 622 :
---------- | -- loss = 0.0585, val_loss = 1.0021 (conf=0.0784, class=0.8778, coords=0.0459)
Epoch 623 :
---------- | -- loss = 0.0567, val_loss = 1.5764 (conf=0.2067, class=1.2940, coords=0.0757)
Epoch 624 :
---------- | -- loss = 0.0671, val_loss = 0.8850 (conf=0.0612, class=0.7790, coords=0.0447)
Epoch 625 :
---------- | -- loss = 0.0680, val_loss = 1.1675 (conf=0.1497, class=0.9609, coords=0.0570)
Epoch 626 :
---------- | -- loss = 0.0676, val_loss = 1.5680 (conf=0.1203, class=1.3841, coords=0.0635)
Epoch 627 :
---------- | -- loss = 0.0600, val_loss = 0.8145 (conf=0.1290, class=0.6457, coords=0.0397)
Epoch 628 :
---------- | -- loss = 0.0593, val_loss = 0.8020 (conf=0.1019, class=0.6721, coords=0.0280)
Epoch 629 :
---------- | -- loss = 0.0615, val_loss = 1.1215 (conf=0.1258, class=0.9586, coords=0.0370)
Epoch 630 :
---------- | -- loss = 0.0538, val_loss = 0.7982 (conf=0.1065, class=0.6511, coords=0.0406)
Epoch 631 :
---------- | -- loss = 0.0605, val_loss = 0.6920 (conf=0.0902, class=0.5744, coords=0.0275)
Epoch 632 :
---------- | -- loss = 0.0698, val_loss = 0.5630 (conf=0.0969, class=0.4208, coords=0.0454)
Epoch 633 :
---------- | -- loss = 0.0628, val_loss = 0.8267 (conf=0.0705, class=0.7200, coords=0.0362)
Epoch 634 :
---------- | -- loss = 0.0629, val_loss = 1.2251 (conf=0.0799, class=1.1145, coords=0.0307)
Epoch 635 :
---------- | -- loss = 0.0584, val_loss = 0.8985 (conf=0.0741, class=0.7924, coords=0.0320)
Epoch 636 :
---------- | -- loss = 0.0612, val_loss = 1.0164 (conf=0.0826, class=0.8999, coords=0.0340)
Epoch 637 :
---------- | -- loss = 0.0650, val_loss = 0.6292 (conf=0.1410, class=0.4309, coords=0.0573)
Epoch 638 :
---------- | -- loss = 0.0572, val_loss = 0.5569 (conf=0.0922, class=0.4097, coords=0.0550)
Epoch 639 :
---------- | -- loss = 0.0546, val_loss = 0.4677 (conf=0.1165, class=0.3092, coords=0.0420)
Epoch 640 :
---------- | -- loss = 0.0602, val_loss = 0.8001 (conf=0.1562, class=0.5763, coords=0.0677)
Epoch 641 :
---------- | -- loss = 0.0564, val_loss = 0.7425 (conf=0.0680, class=0.6471, coords=0.0274)
Epoch 642 :
---------- | -- loss = 0.0549, val_loss = 1.4106 (conf=0.0799, class=1.2912, coords=0.0394)
Epoch 643 :
---------- | -- loss = 0.0649, val_loss = 1.5214 (conf=0.1565, class=1.3173, coords=0.0476)
Epoch 644 :
---------- | -- loss = 0.0580, val_loss = 1.2595 (conf=0.0980, class=1.1099, coords=0.0515)
Epoch 645 :
---------- | -- loss = 0.0542, val_loss = 0.7924 (conf=0.1241, class=0.6246, coords=0.0438)
Epoch 646 :
---------- | -- loss = 0.0481, val_loss = 1.0840 (conf=0.1209, class=0.9182, coords=0.0449)
Epoch 647 :
---------- | -- loss = 0.0682, val_loss = 0.4401 (conf=0.0815, class=0.3228, coords=0.0358)
Epoch 648 :
---------- | -- loss = 0.0605, val_loss = 1.3393 (conf=0.1571, class=1.1202, coords=0.0620)
Epoch 649 :
---------- | -- loss = 0.0586, val_loss = 0.8617 (conf=0.0654, class=0.7587, coords=0.0377)
Epoch 650 :
---------- | -- loss = 0.0575, val_loss = 0.8050 (conf=0.1173, class=0.6463, coords=0.0414)
Epoch 651 :
---------- | -- loss = 0.0515, val_loss = 1.4892 (conf=0.1530, class=1.2900, coords=0.0462)
Epoch 652 :
---------- | -- loss = 0.0615, val_loss = 0.4787 (conf=0.0665, class=0.3878, coords=0.0244)
Epoch 653 :
---------- | -- loss = 0.0781, val_loss = 1.1718 (conf=0.2363, class=0.8440, coords=0.0915)
Epoch 654 :
---------- | -- loss = 0.0588, val_loss = 1.8280 (conf=0.1222, class=1.6672, coords=0.0386)
Epoch 655 :
---------- | -- loss = 0.0541, val_loss = 0.6011 (conf=0.0918, class=0.4656, coords=0.0437)
Epoch 656 :
---------- | -- loss = 0.0521, val_loss = 0.9956 (conf=0.0619, class=0.9009, coords=0.0327)
Epoch 657 :
---------- | -- loss = 0.0533, val_loss = 1.0120 (conf=0.0728, class=0.9082, coords=0.0310)
Epoch 658 :
---------- | -- loss = 0.0698, val_loss = 0.5349 (conf=0.1368, class=0.3550, coords=0.0431)
Epoch 659 :
---------- | -- loss = 0.0536, val_loss = 0.7796 (conf=0.0593, class=0.6941, coords=0.0262)
Epoch 660 :
---------- | -- loss = 0.0628, val_loss = 1.3555 (conf=0.0804, class=1.2381, coords=0.0370)
Epoch 661 :
---------- | -- loss = 0.0807, val_loss = 0.3923 (conf=0.1056, class=0.2468, coords=0.0399)
Epoch 662 :
---------- | -- loss = 0.0553, val_loss = 1.1986 (conf=0.1841, class=0.9369, coords=0.0776)
Epoch 663 :
---------- | -- loss = 0.0548, val_loss = 1.1220 (conf=0.0957, class=0.9837, coords=0.0427)
Epoch 664 :
---------- | -- loss = 0.0625, val_loss = 1.8730 (conf=0.1285, class=1.7077, coords=0.0368)
Epoch 665 :
---------- | -- loss = 0.0670, val_loss = 0.6478 (conf=0.1205, class=0.4765, coords=0.0507)
Epoch 666 :
---------- | -- loss = 0.0600, val_loss = 0.4750 (conf=0.1816, class=0.2348, coords=0.0586)
Epoch 667 :
---------- | -- loss = 0.0549, val_loss = 1.3595 (conf=0.0834, class=1.2467, coords=0.0294)
Epoch 668 :
---------- | -- loss = 0.0563, val_loss = 1.4575 (conf=0.1174, class=1.2928, coords=0.0473)
Epoch 669 :
---------- | -- loss = 0.0723, val_loss = 0.5081 (conf=0.0779, class=0.4003, coords=0.0298)
Epoch 670 :
---------- | -- loss = 0.0547, val_loss = 1.0517 (conf=0.1528, class=0.8255, coords=0.0733)
Epoch 671 :
---------- | -- loss = 0.0639, val_loss = 0.3733 (conf=0.1148, class=0.2199, coords=0.0385)
Epoch 672 :
---------- | -- loss = 0.0579, val_loss = 1.1380 (conf=0.1202, class=0.9677, coords=0.0501)
Epoch 673 :
---------- | -- loss = 0.0590, val_loss = 1.1483 (conf=0.1100, class=0.9935, coords=0.0448)
Epoch 674 :
---------- | -- loss = 0.0530, val_loss = 1.2998 (conf=0.0657, class=1.1952, coords=0.0389)
Epoch 675 :
---------- | -- loss = 0.0532, val_loss = 1.1580 (conf=0.1592, class=0.9471, coords=0.0517)
Epoch 676 :
---------- | -- loss = 0.0610, val_loss = 1.1635 (conf=0.0923, class=1.0370, coords=0.0342)
Epoch 677 :
---------- | -- loss = 0.0575, val_loss = 0.3439 (conf=0.0703, class=0.2457, coords=0.0279)
Epoch 678 :
---------- | -- loss = 0.0580, val_loss = 1.7875 (conf=0.0773, class=1.6686, coords=0.0416)
Epoch 679 :
---------- | -- loss = 0.0659, val_loss = 0.4189 (conf=0.1391, class=0.2409, coords=0.0389)
Epoch 680 :
---------- | -- loss = 0.0542, val_loss = 1.1373 (conf=0.1298, class=0.9622, coords=0.0453)
Epoch 681 :
---------- | -- loss = 0.0590, val_loss = 0.8607 (conf=0.1172, class=0.6850, coords=0.0585)
Epoch 682 :
---------- | -- loss = 0.0615, val_loss = 0.7054 (conf=0.1353, class=0.5264, coords=0.0438)
Epoch 683 :
---------- | -- loss = 0.0488, val_loss = 0.8987 (conf=0.1689, class=0.6753, coords=0.0545)
Epoch 684 :
---------- | -- loss = 0.0535, val_loss = 0.9995 (conf=0.0856, class=0.8819, coords=0.0320)
Epoch 685 :
---------- | -- loss = 0.0587, val_loss = 0.9729 (conf=0.1517, class=0.7743, coords=0.0469)
Epoch 686 :
---------- | -- loss = 0.0583, val_loss = 1.8310 (conf=0.1733, class=1.5589, coords=0.0988)
Epoch 687 :
---------- | -- loss = 0.0557, val_loss = 0.8460 (conf=0.0740, class=0.7439, coords=0.0281)
Epoch 688 :
---------- | -- loss = 0.0558, val_loss = 0.7458 (conf=0.0774, class=0.6323, coords=0.0361)
Epoch 689 :
---------- | -- loss = 0.0459, val_loss = 1.4404 (conf=0.1391, class=1.2536, coords=0.0478)
Epoch 690 :
---------- | -- loss = 0.0663, val_loss = 0.5844 (conf=0.0799, class=0.4698, coords=0.0347)
Epoch 691 :
---------- | -- loss = 0.0589, val_loss = 1.1912 (conf=0.0969, class=1.0512, coords=0.0432)
Epoch 692 :
---------- | -- loss = 0.0646, val_loss = 0.8902 (conf=0.0672, class=0.7870, coords=0.0360)
Epoch 693 :
---------- | -- loss = 0.0580, val_loss = 0.3767 (conf=0.1024, class=0.2509, coords=0.0234)
Epoch 694 :
---------- | -- loss = 0.0590, val_loss = 1.4202 (conf=0.1335, class=1.2541, coords=0.0326)
Epoch 695 :
---------- | -- loss = 0.0529, val_loss = 1.1469 (conf=0.1529, class=0.9323, coords=0.0616)
Epoch 696 :
---------- | -- loss = 0.0588, val_loss = 0.7011 (conf=0.1313, class=0.5214, coords=0.0484)
Epoch 697 :
---------- | -- loss = 0.0492, val_loss = 0.9619 (conf=0.0886, class=0.8328, coords=0.0404)
Epoch 698 :
---------- | -- loss = 0.0510, val_loss = 0.7316 (conf=0.0992, class=0.6008, coords=0.0315)
Epoch 699 :
---------- | -- loss = 0.0569, val_loss = 0.9486 (conf=0.1602, class=0.7341, coords=0.0543)
Epoch 700 :
---------- | -- loss = 0.0586, val_loss = 1.1686 (conf=0.1586, class=0.9622, coords=0.0479)
Epoch 701 :
---------- | -- loss = 0.0508, val_loss = 1.1837 (conf=0.1309, class=1.0066, coords=0.0462)
Epoch 702 :
---------- | -- loss = 0.0527, val_loss = 0.7613 (conf=0.0773, class=0.6473, coords=0.0367)
Epoch 703 :
---------- | -- loss = 0.0440, val_loss = 1.0767 (conf=0.0823, class=0.9552, coords=0.0392)
Epoch 704 :
---------- | -- loss = 0.0616, val_loss = 0.9632 (conf=0.0984, class=0.8390, coords=0.0258)
Epoch 705 :
---------- | -- loss = 0.0532, val_loss = 0.7796 (conf=0.0599, class=0.6893, coords=0.0304)
Epoch 706 :
---------- | -- loss = 0.0553, val_loss = 0.9027 (conf=0.0883, class=0.7854, coords=0.0290)
Epoch 707 :
---------- | -- loss = 0.0541, val_loss = 0.8873 (conf=0.0782, class=0.7792, coords=0.0298)
Epoch 708 :
---------- | -- loss = 0.0600, val_loss = 1.6539 (conf=0.1217, class=1.4803, coords=0.0518)
Epoch 709 :
---------- | -- loss = 0.0670, val_loss = 0.5050 (conf=0.1551, class=0.3036, coords=0.0463)
Epoch 710 :
---------- | -- loss = 0.0663, val_loss = 0.3269 (conf=0.0792, class=0.2114, coords=0.0364)
Epoch 711 :
---------- | -- loss = 0.0577, val_loss = 1.5246 (conf=0.1412, class=1.3149, coords=0.0686)
Epoch 712 :
---------- | -- loss = 0.0538, val_loss = 1.1123 (conf=0.1354, class=0.9395, coords=0.0373)
Epoch 713 :
---------- | -- loss = 0.0548, val_loss = 1.6000 (conf=0.1082, class=1.4527, coords=0.0391)
Epoch 714 :
---------- | -- loss = 0.0587, val_loss = 0.9531 (conf=0.1078, class=0.8030, coords=0.0423)
Epoch 715 :
---------- | -- loss = 0.0536, val_loss = 0.6436 (conf=0.0758, class=0.5221, coords=0.0457)
Epoch 716 :
---------- | -- loss = 0.0576, val_loss = 0.6324 (conf=0.1988, class=0.3667, coords=0.0669)
Epoch 717 :
---------- | -- loss = 0.0567, val_loss = 1.4307 (conf=0.1275, class=1.2568, coords=0.0464)
Epoch 718 :
---------- | -- loss = 0.0414, val_loss = 1.0699 (conf=0.0796, class=0.9537, coords=0.0366)
Epoch 719 :
---------- | -- loss = 0.0517, val_loss = 1.5918 (conf=0.1500, class=1.4025, coords=0.0393)
Epoch 720 :
---------- | -- loss = 0.0528, val_loss = 1.0321 (conf=0.0872, class=0.9029, coords=0.0420)
Epoch 721 :
---------- | -- loss = 0.0579, val_loss = 0.7360 (conf=0.0902, class=0.5918, coords=0.0540)
Epoch 722 :
---------- | -- loss = 0.0542, val_loss = 1.0214 (conf=0.0962, class=0.8940, coords=0.0311)
Epoch 723 :
---------- | -- loss = 0.0556, val_loss = 0.9944 (conf=0.0983, class=0.8586, coords=0.0375)
Epoch 724 :
---------- | -- loss = 0.0512, val_loss = 0.9467 (conf=0.1559, class=0.7271, coords=0.0638)
Epoch 725 :
---------- | -- loss = 0.0506, val_loss = 0.8577 (conf=0.0775, class=0.7405, coords=0.0397)
Epoch 726 :
---------- | -- loss = 0.0446, val_loss = 0.6005 (conf=0.1614, class=0.3869, coords=0.0521)
Epoch 727 :
---------- | -- loss = 0.0443, val_loss = 0.6272 (conf=0.0906, class=0.4943, coords=0.0422)
Epoch 728 :
---------- | -- loss = 0.0567, val_loss = 1.4471 (conf=0.0934, class=1.3275, coords=0.0262)
Epoch 729 :
---------- | -- loss = 0.0520, val_loss = 0.7237 (conf=0.0883, class=0.5961, coords=0.0393)
Epoch 730 :
---------- | -- loss = 0.0557, val_loss = 1.5552 (conf=0.1391, class=1.3663, coords=0.0498)
Epoch 731 :
---------- | -- loss = 0.0487, val_loss = 1.8034 (conf=0.0603, class=1.7073, coords=0.0357)
Epoch 732 :
---------- | -- loss = 0.0533, val_loss = 0.8020 (conf=0.1545, class=0.6077, coords=0.0398)
Epoch 733 :
---------- | -- loss = 0.0520, val_loss = 0.7909 (conf=0.1678, class=0.5698, coords=0.0534)
Epoch 734 :
---------- | -- loss = 0.0511, val_loss = 0.9538 (conf=0.1741, class=0.7272, coords=0.0525)
Epoch 735 :
---------- | -- loss = 0.0449, val_loss = 0.6771 (conf=0.1287, class=0.5064, coords=0.0420)
Epoch 736 :
---------- | -- loss = 0.0497, val_loss = 1.1837 (conf=0.1118, class=1.0365, coords=0.0354)
Epoch 737 :
---------- | -- loss = 0.0467, val_loss = 0.7943 (conf=0.0898, class=0.6745, coords=0.0301)
Epoch 738 :
---------- | -- loss = 0.0484, val_loss = 1.1838 (conf=0.2070, class=0.9224, coords=0.0543)
Epoch 739 :
---------- | -- loss = 0.0444, val_loss = 0.6361 (conf=0.0571, class=0.5533, coords=0.0256)
Epoch 740 :
---------- | -- loss = 0.0486, val_loss = 1.2076 (conf=0.1240, class=1.0484, coords=0.0351)
Epoch 741 :
---------- | -- loss = 0.0501, val_loss = 0.5025 (conf=0.1030, class=0.3645, coords=0.0350)
Epoch 742 :
---------- | -- loss = 0.0531, val_loss = 1.2395 (conf=0.1563, class=1.0271, coords=0.0561)
Epoch 743 :
---------- | -- loss = 0.0437, val_loss = 0.4201 (conf=0.1103, class=0.2764, coords=0.0335)
Epoch 744 :
---------- | -- loss = 0.0581, val_loss = 1.9758 (conf=0.1189, class=1.8108, coords=0.0461)
Epoch 745 :
---------- | -- loss = 0.0457, val_loss = 0.6039 (conf=0.0941, class=0.4829, coords=0.0268)
Epoch 746 :
---------- | -- loss = 0.0497, val_loss = 0.8902 (conf=0.0614, class=0.8016, coords=0.0273)
Epoch 747 :
---------- | -- loss = 0.0512, val_loss = 0.6641 (conf=0.1404, class=0.4870, coords=0.0367)
Epoch 748 :
---------- | -- loss = 0.0481, val_loss = 1.4918 (conf=0.1601, class=1.2719, coords=0.0598)
Epoch 749 :
---------- | -- loss = 0.0504, val_loss = 0.7592 (conf=0.0913, class=0.6306, coords=0.0374)
Epoch 750 :
---------- | -- loss = 0.0508, val_loss = 0.9115 (conf=0.0876, class=0.7936, coords=0.0302)
Epoch 751 :
---------- | -- loss = 0.0477, val_loss = 1.5710 (conf=0.1754, class=1.3275, coords=0.0681)
Epoch 752 :
---------- | -- loss = 0.0424, val_loss = 0.9369 (conf=0.1398, class=0.7554, coords=0.0417)
Epoch 753 :
---------- | -- loss = 0.0470, val_loss = 1.0808 (conf=0.1338, class=0.9106, coords=0.0364)
Epoch 754 :
---------- | -- loss = 0.0549, val_loss = 0.8616 (conf=0.1312, class=0.6801, coords=0.0502)
Epoch 755 :
---------- | -- loss = 0.0569, val_loss = 1.2106 (conf=0.0907, class=1.0930, coords=0.0269)
Epoch 756 :
---------- | -- loss = 0.0453, val_loss = 1.2950 (conf=0.1114, class=1.1345, coords=0.0491)
Epoch 757 :
---------- | -- loss = 0.0462, val_loss = 0.7237 (conf=0.1383, class=0.5454, coords=0.0400)
Epoch 758 :
---------- | -- loss = 0.0579, val_loss = 1.2412 (conf=0.0893, class=1.1086, coords=0.0433)
Epoch 759 :
---------- | -- loss = 0.0499, val_loss = 1.1090 (conf=0.1243, class=0.9253, coords=0.0594)
Epoch 760 :
---------- | -- loss = 0.0485, val_loss = 1.2881 (conf=0.0834, class=1.1655, coords=0.0392)
Epoch 761 :
---------- | -- loss = 0.0527, val_loss = 0.9456 (conf=0.1288, class=0.7768, coords=0.0399)
Epoch 762 :
---------- | -- loss = 0.0546, val_loss = 0.9389 (conf=0.1315, class=0.7589, coords=0.0485)
Epoch 763 :
---------- | -- loss = 0.0555, val_loss = 0.8052 (conf=0.0951, class=0.6760, coords=0.0341)
Epoch 764 :
---------- | -- loss = 0.0533, val_loss = 1.1687 (conf=0.0788, class=1.0550, coords=0.0350)
Epoch 765 :
---------- | -- loss = 0.0619, val_loss = 0.5467 (conf=0.1136, class=0.4083, coords=0.0249)
Epoch 766 :
---------- | -- loss = 0.0563, val_loss = 1.4258 (conf=0.1700, class=1.2068, coords=0.0491)
Epoch 767 :
---------- | -- loss = 0.0570, val_loss = 1.0420 (conf=0.1006, class=0.9010, coords=0.0404)
Epoch 768 :
---------- | -- loss = 0.0512, val_loss = 0.9374 (conf=0.1034, class=0.7961, coords=0.0379)
Epoch 769 :
---------- | -- loss = 0.0501, val_loss = 0.5780 (conf=0.0852, class=0.4526, coords=0.0403)
Epoch 770 :
---------- | -- loss = 0.0682, val_loss = 0.7893 (conf=0.1118, class=0.6375, coords=0.0400)
Epoch 771 :
---------- | -- loss = 0.0574, val_loss = 1.5404 (conf=0.0981, class=1.3965, coords=0.0458)
Epoch 772 :
---------- | -- loss = 0.0463, val_loss = 1.3464 (conf=0.1120, class=1.1717, coords=0.0628)
Epoch 773 :
---------- | -- loss = 0.0515, val_loss = 0.9380 (conf=0.2203, class=0.6594, coords=0.0583)
Epoch 774 :
---------- | -- loss = 0.0570, val_loss = 0.5845 (conf=0.1749, class=0.3711, coords=0.0385)
Epoch 775 :
---------- | -- loss = 0.0518, val_loss = 1.0352 (conf=0.0415, class=0.9667, coords=0.0270)
Epoch 776 :
---------- | -- loss = 0.0477, val_loss = 0.6614 (conf=0.1316, class=0.4972, coords=0.0326)
Epoch 777 :
---------- | -- loss = 0.0503, val_loss = 0.4361 (conf=0.1277, class=0.2577, coords=0.0507)
Epoch 778 :
---------- | -- loss = 0.0519, val_loss = 1.1666 (conf=0.0855, class=1.0560, coords=0.0251)
Epoch 779 :
---------- | -- loss = 0.0472, val_loss = 1.5145 (conf=0.1660, class=1.2716, coords=0.0770)
Epoch 780 :
---------- | -- loss = 0.0546, val_loss = 0.4424 (conf=0.0850, class=0.3378, coords=0.0195)
Epoch 781 :
---------- | -- loss = 0.0532, val_loss = 1.5142 (conf=0.0688, class=1.3930, coords=0.0525)
Epoch 782 :
---------- | -- loss = 0.0447, val_loss = 0.5114 (conf=0.1453, class=0.3346, coords=0.0315)
Epoch 783 :
---------- | -- loss = 0.0562, val_loss = 0.7606 (conf=0.1317, class=0.5800, coords=0.0490)
Epoch 784 :
---------- | -- loss = 0.0509, val_loss = 1.8605 (conf=0.1115, class=1.7074, coords=0.0416)
Epoch 785 :
---------- | -- loss = 0.0456, val_loss = 0.3394 (conf=0.1886, class=0.1041, coords=0.0467)
Epoch 786 :
---------- | -- loss = 0.0496, val_loss = 1.8572 (conf=0.1382, class=1.6763, coords=0.0428)
Epoch 787 :
---------- | -- loss = 0.0560, val_loss = 0.5927 (conf=0.0765, class=0.4848, coords=0.0314)
Epoch 788 :
---------- | -- loss = 0.0497, val_loss = 0.4987 (conf=0.1115, class=0.3633, coords=0.0239)
Epoch 789 :
---------- | -- loss = 0.0490, val_loss = 1.3002 (conf=0.1513, class=1.0923, coords=0.0566)
Epoch 790 :
---------- | -- loss = 0.0502, val_loss = 1.0955 (conf=0.1664, class=0.8916, coords=0.0375)
Epoch 791 :
---------- | -- loss = 0.0539, val_loss = 0.6835 (conf=0.1494, class=0.4664, coords=0.0677)
Epoch 792 :
---------- | -- loss = 0.0581, val_loss = 1.4539 (conf=0.1280, class=1.2870, coords=0.0390)
Epoch 793 :
---------- | -- loss = 0.0511, val_loss = 1.2370 (conf=0.0474, class=1.1715, coords=0.0181)
Epoch 794 :
---------- | -- loss = 0.0431, val_loss = 0.7789 (conf=0.0867, class=0.6708, coords=0.0215)
Epoch 795 :
---------- | -- loss = 0.0472, val_loss = 1.5318 (conf=0.1235, class=1.3701, coords=0.0382)
Epoch 796 :
---------- | -- loss = 0.0558, val_loss = 1.6665 (conf=0.2223, class=1.3727, coords=0.0715)
Epoch 797 :
---------- | -- loss = 0.0469, val_loss = 1.0275 (conf=0.0976, class=0.9000, coords=0.0300)
Epoch 798 :
---------- | -- loss = 0.0479, val_loss = 1.0543 (conf=0.1186, class=0.8875, coords=0.0483)
Epoch 799 :
---------- | -- loss = 0.0462, val_loss = 1.4772 (conf=0.1035, class=1.3420, coords=0.0318)
Epoch 800 :
---------- | -- loss = 0.0414, val_loss = 1.3506 (conf=0.2177, class=1.0626, coords=0.0703)
Epoch 801 :
---------- | -- loss = 0.0417, val_loss = 0.9136 (conf=0.1248, class=0.7462, coords=0.0426)
Epoch 802 :
---------- | -- loss = 0.0514, val_loss = 0.4911 (conf=0.1685, class=0.2768, coords=0.0458)
Epoch 803 :
---------- | -- loss = 0.0515, val_loss = 1.6045 (conf=0.1294, class=1.4252, coords=0.0498)
Epoch 804 :
---------- | -- loss = 0.0456, val_loss = 0.8601 (conf=0.1554, class=0.6609, coords=0.0438)
Epoch 805 :
---------- | -- loss = 0.0461, val_loss = 0.2151 (conf=0.0623, class=0.1329, coords=0.0198)
Epoch 806 :
---------- | -- loss = 0.0477, val_loss = 0.9928 (conf=0.0616, class=0.9077, coords=0.0235)
Epoch 807 :
---------- | -- loss = 0.0439, val_loss = 1.3206 (conf=0.0944, class=1.1980, coords=0.0283)
Epoch 808 :
---------- | -- loss = 0.0481, val_loss = 1.7410 (conf=0.2088, class=1.4687, coords=0.0635)
Epoch 809 :
---------- | -- loss = 0.0487, val_loss = 0.4512 (conf=0.0317, class=0.3984, coords=0.0211)
Epoch 810 :
---------- | -- loss = 0.0379, val_loss = 1.3284 (conf=0.0882, class=1.2065, coords=0.0337)
Epoch 811 :
---------- | -- loss = 0.0519, val_loss = 1.5038 (conf=0.1666, class=1.2751, coords=0.0620)
Epoch 812 :
---------- | -- loss = 0.0479, val_loss = 0.9922 (conf=0.1132, class=0.8480, coords=0.0310)
Epoch 813 :
---------- | -- loss = 0.0465, val_loss = 0.4330 (conf=0.0830, class=0.3210, coords=0.0290)
Epoch 814 :
---------- | -- loss = 0.0463, val_loss = 1.0470 (conf=0.1836, class=0.8131, coords=0.0504)
Epoch 815 :
---------- | -- loss = 0.0401, val_loss = 1.4607 (conf=0.1049, class=1.3216, coords=0.0341)
Epoch 816 :
---------- | -- loss = 0.0456, val_loss = 1.1275 (conf=0.0664, class=1.0374, coords=0.0237)
Epoch 817 :
---------- | -- loss = 0.0442, val_loss = 0.6299 (conf=0.0861, class=0.5185, coords=0.0253)
Epoch 818 :
---------- | -- loss = 0.0466, val_loss = 1.2418 (conf=0.1258, class=1.0810, coords=0.0351)
Epoch 819 :
---------- | -- loss = 0.0490, val_loss = 0.9182 (conf=0.1129, class=0.7640, coords=0.0413)
Epoch 820 :
---------- | -- loss = 0.0401, val_loss = 0.7925 (conf=0.1039, class=0.6564, coords=0.0322)
Epoch 821 :
---------- | -- loss = 0.0454, val_loss = 1.1298 (conf=0.2310, class=0.8263, coords=0.0725)
Epoch 822 :
---------- | -- loss = 0.0460, val_loss = 0.4970 (conf=0.1033, class=0.3694, coords=0.0243)
Epoch 823 :
---------- | -- loss = 0.0462, val_loss = 2.1315 (conf=0.1024, class=2.0002, coords=0.0289)
Epoch 824 :
---------- | -- loss = 0.0432, val_loss = 0.9025 (conf=0.0481, class=0.8228, coords=0.0316)
Epoch 825 :
---------- | -- loss = 0.0422, val_loss = 1.2551 (conf=0.1435, class=1.0615, coords=0.0502)
Epoch 826 :
---------- | -- loss = 0.0450, val_loss = 1.3639 (conf=0.0738, class=1.2608, coords=0.0293)
Epoch 827 :
---------- | -- loss = 0.0419, val_loss = 1.2110 (conf=0.0419, class=1.1455, coords=0.0236)
Epoch 828 :
---------- | -- loss = 0.0426, val_loss = 0.3866 (conf=0.1453, class=0.1989, coords=0.0424)
Epoch 829 :
---------- | -- loss = 0.0497, val_loss = 0.6566 (conf=0.1125, class=0.5135, coords=0.0306)
Epoch 830 :
---------- | -- loss = 0.0466, val_loss = 0.7063 (conf=0.1613, class=0.5052, coords=0.0398)
Epoch 831 :
---------- | -- loss = 0.0420, val_loss = 1.4210 (conf=0.1740, class=1.1853, coords=0.0617)
Epoch 832 :
---------- | -- loss = 0.0445, val_loss = 0.9103 (conf=0.2009, class=0.6443, coords=0.0651)
Epoch 833 :
---------- | -- loss = 0.0398, val_loss = 0.7375 (conf=0.1187, class=0.5801, coords=0.0387)
Epoch 834 :
---------- | -- loss = 0.0424, val_loss = 0.7985 (conf=0.0955, class=0.6814, coords=0.0215)
Epoch 835 :
---------- | -- loss = 0.0495, val_loss = 0.3737 (conf=0.0652, class=0.2740, coords=0.0345)
Epoch 836 :
---------- | -- loss = 0.0472, val_loss = 0.2940 (conf=0.1411, class=0.1279, coords=0.0250)
Epoch 837 :
---------- | -- loss = 0.0389, val_loss = 0.5275 (conf=0.1640, class=0.3039, coords=0.0596)
Epoch 838 :
---------- | -- loss = 0.0424, val_loss = 1.8618 (conf=0.0962, class=1.7429, coords=0.0227)
Epoch 839 :
---------- | -- loss = 0.0483, val_loss = 1.5599 (conf=0.1131, class=1.4075, coords=0.0393)
Epoch 840 :
---------- | -- loss = 0.0473, val_loss = 1.4083 (conf=0.1160, class=1.2506, coords=0.0417)
Epoch 841 :
---------- | -- loss = 0.0455, val_loss = 1.8885 (conf=0.1640, class=1.6736, coords=0.0509)
Epoch 842 :
---------- | -- loss = 0.0466, val_loss = 1.2447 (conf=0.1653, class=1.0240, coords=0.0553)
Epoch 843 :
---------- | -- loss = 0.0490, val_loss = 0.8104 (conf=0.0728, class=0.7092, coords=0.0283)
Epoch 844 :
---------- | -- loss = 0.0448, val_loss = 0.5891 (conf=0.0577, class=0.5064, coords=0.0249)
Epoch 845 :
---------- | -- loss = 0.0478, val_loss = 1.9142 (conf=0.2197, class=1.6251, coords=0.0694)
Epoch 846 :
---------- | -- loss = 0.0445, val_loss = 0.8000 (conf=0.0730, class=0.7079, coords=0.0191)
Epoch 847 :
---------- | -- loss = 0.0503, val_loss = 1.3446 (conf=0.0929, class=1.2145, coords=0.0372)
Epoch 848 :
---------- | -- loss = 0.0463, val_loss = 0.3476 (conf=0.1089, class=0.1979, coords=0.0407)
Epoch 849 :
---------- | -- loss = 0.0445, val_loss = 0.9313 (conf=0.1219, class=0.7783, coords=0.0311)
Epoch 850 :
---------- | -- loss = 0.0479, val_loss = 1.3163 (conf=0.0728, class=1.2087, coords=0.0348)
Epoch 851 :
---------- | -- loss = 0.0534, val_loss = 0.7659 (conf=0.0726, class=0.6732, coords=0.0200)
Epoch 852 :
---------- | -- loss = 0.0537, val_loss = 0.4607 (conf=0.1786, class=0.2450, coords=0.0371)
Epoch 853 :
---------- | -- loss = 0.1027, val_loss = 1.6474 (conf=0.2621, class=1.3026, coords=0.0827)
Epoch 854 :
---------- | -- loss = 0.0522, val_loss = 1.6122 (conf=0.0864, class=1.5007, coords=0.0251)
Epoch 855 :
---------- | -- loss = 0.0548, val_loss = 1.5593 (conf=0.1162, class=1.3830, coords=0.0601)
Epoch 856 :
---------- | -- loss = 0.0578, val_loss = 1.4234 (conf=0.1388, class=1.2392, coords=0.0454)
Epoch 857 :
---------- | -- loss = 0.0696, val_loss = 0.4800 (conf=0.1242, class=0.3040, coords=0.0518)
Epoch 858 :
---------- | -- loss = 0.0554, val_loss = 1.7994 (conf=0.0539, class=1.7209, coords=0.0247)
Epoch 859 :
---------- | -- loss = 0.0522, val_loss = 1.1653 (conf=0.0804, class=1.0513, coords=0.0335)
Epoch 860 :
---------- | -- loss = 0.0547, val_loss = 1.6362 (conf=0.1772, class=1.3945, coords=0.0645)
Epoch 861 :
---------- | -- loss = 0.0469, val_loss = 1.1481 (conf=0.0801, class=1.0389, coords=0.0291)
Epoch 862 :
---------- | -- loss = 0.0471, val_loss = 0.7410 (conf=0.1355, class=0.5660, coords=0.0395)
Epoch 863 :
---------- | -- loss = 0.0421, val_loss = 0.2986 (conf=0.1524, class=0.1000, coords=0.0462)
Epoch 864 :
---------- | -- loss = 0.0415, val_loss = 1.9061 (conf=0.1739, class=1.6876, coords=0.0446)
Epoch 865 :
---------- | -- loss = 0.0425, val_loss = 1.2539 (conf=0.0968, class=1.1314, coords=0.0257)
Epoch 866 :
---------- | -- loss = 0.0472, val_loss = 0.6426 (conf=0.1043, class=0.5009, coords=0.0373)
Epoch 867 :
---------- | -- loss = 0.0598, val_loss = 0.5535 (conf=0.1511, class=0.3485, coords=0.0539)
Epoch 868 :
---------- | -- loss = 0.0425, val_loss = 0.9848 (conf=0.1290, class=0.8104, coords=0.0454)
Epoch 869 :
---------- | -- loss = 0.0416, val_loss = 1.8007 (conf=0.1050, class=1.6409, coords=0.0548)
Epoch 870 :
---------- | -- loss = 0.0493, val_loss = 0.7265 (conf=0.1062, class=0.5869, coords=0.0335)
Epoch 871 :
---------- | -- loss = 0.0429, val_loss = 0.2696 (conf=0.1608, class=0.0662, coords=0.0426)
Epoch 872 :
---------- | -- loss = 0.0463, val_loss = 0.8682 (conf=0.0938, class=0.7431, coords=0.0313)
Epoch 873 :
---------- | -- loss = 0.0441, val_loss = 0.5715 (conf=0.0923, class=0.4513, coords=0.0279)
Epoch 874 :
---------- | -- loss = 0.0443, val_loss = 1.1014 (conf=0.1222, class=0.9320, coords=0.0472)
Epoch 875 :
---------- | -- loss = 0.0447, val_loss = 1.5123 (conf=0.1067, class=1.3710, coords=0.0346)
Epoch 876 :
---------- | -- loss = 0.0432, val_loss = 0.6929 (conf=0.1455, class=0.4996, coords=0.0478)
Epoch 877 :
---------- | -- loss = 0.0478, val_loss = 1.4198 (conf=0.0494, class=1.3373, coords=0.0331)
Epoch 878 :
---------- | -- loss = 0.0393, val_loss = 0.8153 (conf=0.0918, class=0.6882, coords=0.0353)
Epoch 879 :
---------- | -- loss = 0.0463, val_loss = 1.1717 (conf=0.1039, class=1.0198, coords=0.0480)
Epoch 880 :
---------- | -- loss = 0.0434, val_loss = 1.6887 (conf=0.1953, class=1.4263, coords=0.0670)
Epoch 881 :
---------- | -- loss = 0.0470, val_loss = 1.0906 (conf=0.0821, class=0.9842, coords=0.0243)
Epoch 882 :
---------- | -- loss = 0.0427, val_loss = 0.7405 (conf=0.0417, class=0.6771, coords=0.0217)
Epoch 883 :
---------- | -- loss = 0.0438, val_loss = 1.3265 (conf=0.1136, class=1.1798, coords=0.0331)
Epoch 884 :
---------- | -- loss = 0.0421, val_loss = 1.8399 (conf=0.1794, class=1.5931, coords=0.0673)
Epoch 885 :
---------- | -- loss = 0.0416, val_loss = 0.4063 (conf=0.1457, class=0.2220, coords=0.0386)
Epoch 886 :
---------- | -- loss = 0.0422, val_loss = 1.4046 (conf=0.2273, class=1.1202, coords=0.0571)
Epoch 887 :
---------- | -- loss = 0.0380, val_loss = 0.5399 (conf=0.1275, class=0.3715, coords=0.0409)
Epoch 888 :
---------- | -- loss = 0.0427, val_loss = 0.7820 (conf=0.1010, class=0.6448, coords=0.0362)
Epoch 889 :
---------- | -- loss = 0.0471, val_loss = 0.8248 (conf=0.0694, class=0.7238, coords=0.0316)
Epoch 890 :
---------- | -- loss = 0.0429, val_loss = 0.7662 (conf=0.1181, class=0.5978, coords=0.0503)
Epoch 891 :
---------- | -- loss = 0.0422, val_loss = 2.3196 (conf=0.1253, class=2.1554, coords=0.0389)
Epoch 892 :
---------- | -- loss = 0.0398, val_loss = 0.5185 (conf=0.0575, class=0.4430, coords=0.0181)
Epoch 893 :
---------- | -- loss = 0.0501, val_loss = 1.4582 (conf=0.1566, class=1.2354, coords=0.0662)
Epoch 894 :
---------- | -- loss = 0.0411, val_loss = 0.6914 (conf=0.1028, class=0.5593, coords=0.0294)
Epoch 895 :
---------- | -- loss = 0.0450, val_loss = 1.3741 (conf=0.1033, class=1.2365, coords=0.0342)
Epoch 896 :
---------- | -- loss = 0.0409, val_loss = 1.2693 (conf=0.1194, class=1.0931, coords=0.0568)
Epoch 897 :
---------- | -- loss = 0.0400, val_loss = 0.4483 (conf=0.0937, class=0.3248, coords=0.0298)
Epoch 898 :
---------- | -- loss = 0.0417, val_loss = 1.2061 (conf=0.1019, class=1.0745, coords=0.0297)
Epoch 899 :
---------- | -- loss = 0.0396, val_loss = 0.7266 (conf=0.1237, class=0.5700, coords=0.0329)
Epoch 900 :
---------- | -- loss = 0.0414, val_loss = 0.8513 (conf=0.1820, class=0.6167, coords=0.0525)
Epoch 901 :
---------- | -- loss = 0.0461, val_loss = 1.9280 (conf=0.1741, class=1.7150, coords=0.0389)
Epoch 902 :
---------- | -- loss = 0.0415, val_loss = 0.9324 (conf=0.0675, class=0.8492, coords=0.0157)
Epoch 903 :
---------- | -- loss = 0.0503, val_loss = 0.7700 (conf=0.1659, class=0.5610, coords=0.0430)
Epoch 904 :
---------- | -- loss = 0.0490, val_loss = 0.6839 (conf=0.0797, class=0.5640, coords=0.0402)
Epoch 905 :
---------- | -- loss = 0.0413, val_loss = 0.5657 (conf=0.0849, class=0.4627, coords=0.0180)
Epoch 906 :
---------- | -- loss = 0.0485, val_loss = 0.9372 (conf=0.1229, class=0.7762, coords=0.0382)
Epoch 907 :
---------- | -- loss = 0.0510, val_loss = 1.3740 (conf=0.1708, class=1.1527, coords=0.0506)
Epoch 908 :
---------- | -- loss = 0.0438, val_loss = 0.3409 (conf=0.1246, class=0.1724, coords=0.0439)
Epoch 909 :
---------- | -- loss = 0.0419, val_loss = 1.6529 (conf=0.2518, class=1.3362, coords=0.0650)
Epoch 910 :
---------- | -- loss = 0.0468, val_loss = 1.0127 (conf=0.0764, class=0.9073, coords=0.0290)
Epoch 911 :
---------- | -- loss = 0.0475, val_loss = 0.7789 (conf=0.0830, class=0.6679, coords=0.0281)
Epoch 912 :
---------- | -- loss = 0.0517, val_loss = 1.3206 (conf=0.0839, class=1.2037, coords=0.0330)
Epoch 913 :
---------- | -- loss = 0.0484, val_loss = 1.7393 (conf=0.1626, class=1.5185, coords=0.0582)
Epoch 914 :
---------- | -- loss = 0.0447, val_loss = 0.9009 (conf=0.0738, class=0.8008, coords=0.0264)
Epoch 915 :
---------- | -- loss = 0.0410, val_loss = 0.4024 (conf=0.1461, class=0.2225, coords=0.0338)
Epoch 916 :
---------- | -- loss = 0.0436, val_loss = 1.8029 (conf=0.1176, class=1.6547, coords=0.0305)
Epoch 917 :
---------- | -- loss = 0.0463, val_loss = 1.8622 (conf=0.1471, class=1.6627, coords=0.0523)
Epoch 918 :
---------- | -- loss = 0.0449, val_loss = 1.0750 (conf=0.1033, class=0.9426, coords=0.0291)
Epoch 919 :
---------- | -- loss = 0.0417, val_loss = 1.9189 (conf=0.1041, class=1.7690, coords=0.0457)
Epoch 920 :
---------- | -- loss = 0.0506, val_loss = 0.4361 (conf=0.0837, class=0.3227, coords=0.0298)
Epoch 921 :
---------- | -- loss = 0.0410, val_loss = 1.4001 (conf=0.1047, class=1.2474, coords=0.0481)
Epoch 922 :
---------- | -- loss = 0.0375, val_loss = 0.6401 (conf=0.1136, class=0.4979, coords=0.0286)
Epoch 923 :
---------- | -- loss = 0.0465, val_loss = 0.3750 (conf=0.1523, class=0.1901, coords=0.0326)
Epoch 924 :
---------- | -- loss = 0.0486, val_loss = 1.0703 (conf=0.1012, class=0.9297, coords=0.0393)
Epoch 925 :
---------- | -- loss = 0.0462, val_loss = 0.5723 (conf=0.1080, class=0.4377, coords=0.0266)
Epoch 926 :
---------- | -- loss = 0.0391, val_loss = 1.5180 (conf=0.1228, class=1.3371, coords=0.0582)
Epoch 927 :
---------- | -- loss = 0.0401, val_loss = 0.9215 (conf=0.1733, class=0.6953, coords=0.0529)
Epoch 928 :
---------- | -- loss = 0.0448, val_loss = 0.8507 (conf=0.1732, class=0.6327, coords=0.0448)
Epoch 929 :
---------- | -- loss = 0.0415, val_loss = 1.2484 (conf=0.0680, class=1.1357, coords=0.0446)
Epoch 930 :
---------- | -- loss = 0.0402, val_loss = 1.0088 (conf=0.1547, class=0.8223, coords=0.0319)
Epoch 931 :
---------- | -- loss = 0.0425, val_loss = 1.0521 (conf=0.1323, class=0.8810, coords=0.0387)
Epoch 932 :
---------- | -- loss = 0.0416, val_loss = 1.2882 (conf=0.1965, class=1.0251, coords=0.0665)
Epoch 933 :
---------- | -- loss = 0.0404, val_loss = 1.3078 (conf=0.0801, class=1.1932, coords=0.0345)
Epoch 934 :
---------- | -- loss = 0.0426, val_loss = 0.5544 (conf=0.0491, class=0.4808, coords=0.0245)
Epoch 935 :
---------- | -- loss = 0.0427, val_loss = 1.2363 (conf=0.1042, class=1.1076, coords=0.0245)
Epoch 936 :
---------- | -- loss = 0.0426, val_loss = 0.2820 (conf=0.0816, class=0.1676, coords=0.0329)
Epoch 937 :
---------- | -- loss = 0.0455, val_loss = 1.5830 (conf=0.1854, class=1.3383, coords=0.0593)
Epoch 938 :
---------- | -- loss = 0.0444, val_loss = 0.6716 (conf=0.0840, class=0.5638, coords=0.0237)
Epoch 939 :
---------- | -- loss = 0.0476, val_loss = 0.8837 (conf=0.1069, class=0.7497, coords=0.0271)
Epoch 940 :
---------- | -- loss = 0.0431, val_loss = 0.4384 (conf=0.1205, class=0.2777, coords=0.0402)
Epoch 941 :
---------- | -- loss = 0.0501, val_loss = 0.9975 (conf=0.2264, class=0.7050, coords=0.0662)
Epoch 942 :
---------- | -- loss = 0.0378, val_loss = 1.0366 (conf=0.0938, class=0.9147, coords=0.0281)
Epoch 943 :
---------- | -- loss = 0.0488, val_loss = 0.5070 (conf=0.1648, class=0.2893, coords=0.0529)
Epoch 944 :
---------- | -- loss = 0.0458, val_loss = 2.5804 (conf=0.1445, class=2.3941, coords=0.0418)
Epoch 945 :
---------- | -- loss = 0.0626, val_loss = 0.1455 (conf=0.0859, class=0.0341, coords=0.0256)
Epoch 946 :
---------- | -- loss = 0.0444, val_loss = 1.6425 (conf=0.1650, class=1.4193, coords=0.0582)
Epoch 947 :
---------- | -- loss = 0.0457, val_loss = 1.2084 (conf=0.0847, class=1.1005, coords=0.0232)
Epoch 948 :
---------- | -- loss = 0.0520, val_loss = 0.3204 (conf=0.1049, class=0.1747, coords=0.0408)
Epoch 949 :
---------- | -- loss = 0.0535, val_loss = 1.2620 (conf=0.0521, class=1.1900, coords=0.0199)
Epoch 950 :
---------- | -- loss = 0.0425, val_loss = 1.1324 (conf=0.1024, class=0.9997, coords=0.0303)
Epoch 951 :
---------- | -- loss = 0.0459, val_loss = 1.5288 (conf=0.1390, class=1.3204, coords=0.0694)
Epoch 952 :
---------- | -- loss = 0.0459, val_loss = 0.5382 (conf=0.0769, class=0.4315, coords=0.0298)
Epoch 953 :
---------- | -- loss = 0.0474, val_loss = 1.6739 (conf=0.1402, class=1.4989, coords=0.0348)
Epoch 954 :
---------- | -- loss = 0.0465, val_loss = 0.2868 (conf=0.1342, class=0.1232, coords=0.0294)
Epoch 955 :
---------- | -- loss = 0.0513, val_loss = 0.8838 (conf=0.0655, class=0.8015, coords=0.0168)
Epoch 956 :
---------- | -- loss = 0.0421, val_loss = 1.4057 (conf=0.0775, class=1.2949, coords=0.0333)
Epoch 957 :
---------- | -- loss = 0.0393, val_loss = 2.1388 (conf=0.1707, class=1.8958, coords=0.0723)
Epoch 958 :
---------- | -- loss = 0.0441, val_loss = 1.1547 (conf=0.1364, class=0.9561, coords=0.0623)
Epoch 959 :
---------- | -- loss = 0.0409, val_loss = 0.5746 (conf=0.0882, class=0.4629, coords=0.0235)
Epoch 960 :
---------- | -- loss = 0.0406, val_loss = 0.6557 (conf=0.0450, class=0.5761, coords=0.0345)
Epoch 961 :
---------- | -- loss = 0.0510, val_loss = 0.8294 (conf=0.1417, class=0.6495, coords=0.0381)
Epoch 962 :
---------- | -- loss = 0.0435, val_loss = 1.2312 (conf=0.1717, class=1.0087, coords=0.0508)
Epoch 963 :
---------- | -- loss = 0.0366, val_loss = 0.5150 (conf=0.0739, class=0.4209, coords=0.0202)
Epoch 964 :
---------- | -- loss = 0.0430, val_loss = 1.2045 (conf=0.1730, class=0.9705, coords=0.0610)
Epoch 965 :
---------- | -- loss = 0.0485, val_loss = 0.7343 (conf=0.1562, class=0.5478, coords=0.0303)
Epoch 966 :
---------- | -- loss = 0.0361, val_loss = 1.2591 (conf=0.1006, class=1.1304, coords=0.0281)
Epoch 967 :
---------- | -- loss = 0.0431, val_loss = 0.5570 (conf=0.0931, class=0.4444, coords=0.0195)
Epoch 968 :
---------- | -- loss = 0.0443, val_loss = 1.7933 (conf=0.1106, class=1.6490, coords=0.0338)
Epoch 969 :
---------- | -- loss = 0.0572, val_loss = 0.5972 (conf=0.1369, class=0.4253, coords=0.0350)
Epoch 970 :
---------- | -- loss = 0.0482, val_loss = 1.0308 (conf=0.1427, class=0.8362, coords=0.0519)
Epoch 971 :
---------- | -- loss = 0.0403, val_loss = 1.3327 (conf=0.1359, class=1.1562, coords=0.0406)
Epoch 972 :
---------- | -- loss = 0.0475, val_loss = 1.5184 (conf=0.1168, class=1.3739, coords=0.0277)
Epoch 973 :
---------- | -- loss = 0.0417, val_loss = 0.5475 (conf=0.1364, class=0.3824, coords=0.0287)
Epoch 974 :
---------- | -- loss = 0.0397, val_loss = 1.4651 (conf=0.1420, class=1.2565, coords=0.0666)
Epoch 975 :
---------- | -- loss = 0.0423, val_loss = 1.1368 (conf=0.0593, class=1.0538, coords=0.0236)
Epoch 976 :
---------- | -- loss = 0.0394, val_loss = 1.8959 (conf=0.0599, class=1.8137, coords=0.0223)
Epoch 977 :
---------- | -- loss = 0.0500, val_loss = 0.5604 (conf=0.1825, class=0.3293, coords=0.0486)
Epoch 978 :
---------- | -- loss = 0.0370, val_loss = 1.4344 (conf=0.1363, class=1.2522, coords=0.0459)
Epoch 979 :
---------- | -- loss = 0.0401, val_loss = 0.4394 (conf=0.0852, class=0.3226, coords=0.0316)
Epoch 980 :
---------- | -- loss = 0.0522, val_loss = 1.0817 (conf=0.0927, class=0.9550, coords=0.0339)
Epoch 981 :
---------- | -- loss = 0.0374, val_loss = 0.2498 (conf=0.0534, class=0.1643, coords=0.0320)
Epoch 982 :
---------- | -- loss = 0.0347, val_loss = 1.1201 (conf=0.1090, class=0.9740, coords=0.0371)
Epoch 983 :
---------- | -- loss = 0.0396, val_loss = 1.3112 (conf=0.1567, class=1.0948, coords=0.0597)
Epoch 984 :
---------- | -- loss = 0.0418, val_loss = 1.3027 (conf=0.2290, class=1.0111, coords=0.0626)
Epoch 985 :
---------- | -- loss = 0.0365, val_loss = 0.8536 (conf=0.1201, class=0.6952, coords=0.0384)
Epoch 986 :
---------- | -- loss = 0.0359, val_loss = 1.1733 (conf=0.1386, class=1.0043, coords=0.0304)
Epoch 987 :
---------- | -- loss = 0.0442, val_loss = 1.1282 (conf=0.1204, class=0.9706, coords=0.0372)
Epoch 988 :
---------- | -- loss = 0.0410, val_loss = 1.2612 (conf=0.1494, class=1.0705, coords=0.0413)
Epoch 989 :
---------- | -- loss = 0.0406, val_loss = 0.7852 (conf=0.1393, class=0.6092, coords=0.0367)
Epoch 990 :
---------- | -- loss = 0.0382, val_loss = 1.2299 (conf=0.1550, class=1.0333, coords=0.0416)
Epoch 991 :
---------- | -- loss = 0.0369, val_loss = 1.1808 (conf=0.1421, class=1.0119, coords=0.0267)
Epoch 992 :
---------- | -- loss = 0.0401, val_loss = 1.2528 (conf=0.0712, class=1.1534, coords=0.0282)
Epoch 993 :
---------- | -- loss = 0.0355, val_loss = 1.7309 (conf=0.1777, class=1.4837, coords=0.0694)
Epoch 994 :
---------- | -- loss = 0.0366, val_loss = 1.1750 (conf=0.0826, class=1.0569, coords=0.0355)
Epoch 995 :
---------- | -- loss = 0.0389, val_loss = 0.7312 (conf=0.1046, class=0.6006, coords=0.0260)
Epoch 996 :
---------- | -- loss = 0.0532, val_loss = 0.7001 (conf=0.1394, class=0.5137, coords=0.0470)
Epoch 997 :
---------- | -- loss = 0.0344, val_loss = 0.9325 (conf=0.0544, class=0.8483, coords=0.0297)
Epoch 998 :
---------- | -- loss = 0.0325, val_loss = 0.9349 (conf=0.1450, class=0.7675, coords=0.0224)
Epoch 999 :
---------- | -- loss = 0.0344, val_loss = 1.4355 (conf=0.1261, class=1.2549, coords=0.0545)